System and method for communication of analyte data

ABSTRACT

Systems, devices, and methods are disclosed for wireless communication of analyte data. In this regard, in embodiments, a mobile includes a transceiver configured to transmit and receive wireless signals. The mobile device includes circuitry operatively coupled to the transceiver. The mobile device also includes a non-transitory computer-readable medium operatively coupled to the circuitry and storing instructions that, when executed, cause the mobile device to perform a number of operations. One such operation is to obtain a derivative of a first signal received via a first link. Another such operation is to obtain a derivative of a second signal received via a second link; and. Yet another such operation is to generate a selection for connection to an analyte sensor system, based on a comparison of the derivative of the first signal and the derivative of the second signal.

CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. patent publication Ser. No.17/456,476, filed Nov. 24, 2021, which is a continuation of U.S. patentapplication Ser. No. 17/191,495, filed Mar. 3, 2021, now abandoned,which is a continuation of U.S. application Ser. No. 15/782,786, filedOct. 12, 2017, now issued as U.S. Pat. No. 11,032,855, which is acontinuation of U.S. application Ser. No. 15/782,702, filed Oct. 12,2017, now issued as U.S. Pat. No. 11,044,537, which claims benefit ofand priority to U.S. Provisional Application No. 62/409,677, filed Oct.18, 2016. The aforementioned applications are incorporated by referenceherein in their entirety, and are hereby expressly made a part of thisspecification.

TECHNICAL FIELD

The present disclosure relates generally to the monitoring of analytevalues received from a sensor. More particularly, the present disclosureis directed to systems, methods, apparatuses, and devices, for thecommunication of analyte (e.g., glucose) data.

BACKGROUND

Diabetes mellitus is a disorder in which the pancreas cannot createsufficient insulin (Type I or insulin dependent) and/or in which insulinis not effective (Type 2 or non-insulin dependent). In the diabeticstate, the victim suffers from high blood sugar, which causes an arrayof physiological derangements (kidney failure, skin ulcers, or bleedinginto the vitreous of the eye) associated with the deterioration of smallblood vessels. A hypoglycemic reaction (low blood sugar) may be inducedby an inadvertent overdose of insulin, or after a normal dose of insulinor glucose-lowering agent accompanied by extraordinary exercise orinsufficient food intake.

Conventionally, a diabetic person carries a self-monitoring bloodglucose (SMBG) monitor, which may require uncomfortable finger prickingmethods. Due to the lack of comfort and convenience, a diabetic willnormally only measure his or her glucose level two to four times perday. Unfortunately, these time intervals are spread so far apart thatthe diabetic will likely be alerted to a hyperglycemic or hypoglycemiccondition too late, sometimes incurring dangerous side effects as aresult. In fact, it is not only unlikely that a diabetic will take atimely SMBG value, but will not know if his blood glucose value is goingup (higher) or down (lower), due to limitations of conventional methods.

Consequently, a variety of non-invasive, transdermal (e.g.,transcutaneous) and/or implantable electrochemical sensors are beingdeveloped for continuously detecting and/or quantifying blood glucosevalues. These devices generally transmit raw or minimally processed datafor subsequent analysis at a remote device, which can include a display.The transmission to wireless display devices can be wireless.

With respect to the wireless transmission of glucose and other analytedata gathered using an implanted sensor, battery life of the transmitteracting in conjunction with the sensor is typically a concern. In orderto conserve battery life or to increase the efficiency associated withthe transmission of glucose and other analyte data, transmissions may,for example, need to be intermittent. The intermittent transmission ofmonitored data can introduce reliability issues, however. In some cases,reliability is thus sacrificed for battery life in conventional sensorsystems.

SUMMARY

In a first aspect, a method for identifying a device for connectionincludes a display device receiving input that identifies an analytesensor system from among a set of analyte sensor systems. The methodfurther includes the display device selecting the analyte sensor systemfor connection, based on the input.

In certain implementations of the first aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the first aspect, the input is identificationinformation associated with the analyte sensor system. Theidentification information may include a number string associated withthe analyte sensor system. In embodiments the input uniquely identifiesthe analyte sensor system. In embodiments, the input is received from auser via a GUI of the display device.

In certain implementations of the first aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the first aspect, the method further includespresenting, via the GUI, a list of one or more discoverable analytesensor systems from among the set of analyte sensor systems. Inembodiments, the display device selecting the analyte sensor system forconnection is done responsive to the user manually selecting the analytesensor system from the list using the GUI and a touch screen interfaceof the display device. In embodiments, the list includes respectiveidentification information for one or more of the discoverable analytesensor systems. In embodiments, the identification information includesat least one of a graphic, a symbol, a code, and a character string.

In certain implementations of the first aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the first aspect, the input is based on one ofan encoded element and an image. The encoded element may include one ofcapacitive ink, a bar code, a QR code, and a sticker. In embodiments,the display device receiving the input includes scanning the encodedelement from the analyte sensor system or product packaging of theanalyte sensor system.

In a second aspect, a mobile device is configured for wirelesscommunication of analyte data. The mobile device includes a touchscreen, a camera, a transceiver configured to transmit and receivewireless signals, and a processor operatively coupled to the touchscreen, the camera, and the transceiver. The processor is configured tocause the display device to perform a number of operations. One suchoperation is to receive, via one or more of the touch screen and thecamera, input that identifies an analyte sensor system from among a setof analyte sensory systems. Another such operation is to select theanalyte sensor system for connection, based on the input.

In certain implementations of the second aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the second aspect, the processor is furtherconfigured to cause a GUI of the display device to present a list of oneor more discoverable analyte sensor systems from among the set ofanalyte sensor systems. In embodiments, the processor is furtherconfigured to cause the touch screen to receive the input manually fromthe user based on the list presented via the GUI of the display device.

In certain implementations of the second aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the second aspect, the processor is furtherconfigured to cause the touch screen or the camera of the display deviceto obtain the input from one or more of an encoded element and an image.

In a third aspect, a method for identifying a device for connectionincludes a display device receiving a first signal from an analytesensor system of a set of analyte sensor systems. The first signal isreceived via a first link. The method further includes the displaydevice determining a derivative of the first signal. Additionally, themethod includes the display device identifying the analyte sensor systemfor selection, based on the derivative of the first signal

In certain implementations of the third aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the third aspect, identifying the analyte sensorsystem for selection includes comparing the derivative of the firstsignal to a first threshold. In embodiments, identifying the analytesensor system for selection further includes determining whether thederivative of the first signal at least meets the first threshold. Inembodiments, the method further includes selecting the analyte sensorsystem for connection, based on determining that the derivative of thefirst signal at least meets the first threshold.

In certain implementations of the third aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the third aspect, the method further includesthe display device receiving a second signal from the analyte sensorsystem. The signal may be received via a second link. In embodiments,the method further includes the display device determining a derivativeof the second signal. Additionally, the method may include selecting theanalyte sensor system for connection, based on the derivative of thesecond signal. In some cases, selecting the analyte sensor system forconnection includes comparing the derivative of the second signal to asecond threshold. Selecting the analyte sensor system for connection mayfurther include determining whether the derivative of the second signalat least meets the second threshold. In embodiments, selecting theanalyte sensor system for connection is done responsive to determiningthat the derivative of the second signal at least meets the secondthreshold.

In certain implementations of the third aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the third aspect, selecting the analyte sensorsystem for connection further includes comparing the derivative of thefirst signal to the second threshold; determining whether the derivativeof the first signal does not at least meet the second threshold. Inembodiments, selecting the analyte sensor system for connection is doneresponsive to determining that the derivative of the second signal atleast meets the second threshold and that the derivative of the firstsignal does not at least meet the second threshold.

In certain implementations of the third aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the third aspect, selecting the analyte sensorsystem for connection includes comparing the derivative of the secondsignal to the first threshold. In embodiments, selecting the analytesensor system for connection further includes determining whether thederivative of the second signal does not at least meet the firstthreshold. In embodiments, selecting the analyte sensor system forconnection is done responsive to determining that the derivative of thesecond signal does not at least meet the first threshold.

In certain implementations of the third aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the third aspect, the derivative of the firstsignal is based on a signal strength of the first signal. In some cases,the derivative of the first signal is a received signal strengthindication (“RSSI”) associated with the first signal. In some cases, thederivative of the second signal is based on a signal strength of thesecond signal. The derivative of the second signal may include an RSSIassociated with the second signal.

In certain implementations of the third aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the third aspect, the derivative of the firstsignal is based on a bit error rate (“BER”) associated with the firstsignal. In some cases, the derivative of the second signal is based on aBER associated with the second signal. The derivative of the secondsignal may include a BER associated with the second signal.

In a fourth aspect, a mobile device is configured for wirelesscommunication of analyte data. The mobile device includes a transceiverconfigured to transmit and receive wireless signals. The mobile deviceincludes circuitry operatively coupled to the transceiver. Further, themobile device includes a non-transitory computer-readable mediumoperatively coupled to the circuitry and storing instructions that, whenexecuted, cause the display device to perform a number of operations.One such operation is to receive, via a first link, a first signal froman analyte sensor system of a set of analyte sensor systems. Anothersuch operation is to determine a derivative of the first signal. Anothersuch operation is to identify the analyte sensor system for selection,based on the derivative of the first signal.

In certain implementations of the fourth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fourth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the display device to perform additional operations. Onesuch operation is to compare the derivative of the first signal to afirst threshold. Another such operation is to determine whether thederivative of the first signal at least meets the first threshold. Yetanother such operation is to select the analyte sensor system forconnection, based on a determination that the derivative of the firstsignal at least meets the first threshold.

In certain implementations of the fourth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fourth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the display device to perform additional operations. Onesuch operation is to receive a second signal from the analyte sensorsystem. Another such operation is to determine a derivative of thesecond signal. Yet another such operation is to select the analytesensor system for connection, based on the derivative of the secondsignal. In embodiments, another such operation is to compare thederivative of the second signal to a second threshold. In embodiments,another such operation is to determine whether the derivative of thesecond signal at least meets the second threshold. The display devicemay select the analyte sensor system for connection further based on adetermination that the derivative of the second signal at least meetsthe second threshold.

In certain implementations of the fourth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fourth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the display device to perform additional operations. Onesuch operation is to compare the derivative of the first signal to asecond threshold. Another such operation is to determine whether thederivative of the first signal does not at least meet the secondthreshold. In embodiments, another such operation is to select theanalyte sensor system for connection further based on a determinationthat the derivative of the first signal does not at least meet thesecond threshold.

In certain implementations of the fourth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fourth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the display device to perform additional operations. Onesuch operation is to compare the derivative of the second signal to thefirst threshold. Another such operation is to determine whether thederivative of the second signal does not at least meet the firstthreshold. Yet another such operation is to select the analyte sensorsystem for connection further based on a determination that thederivative of the second signal does at least meet the first threshold.

In a fifth aspect, a method for identifying a device for connectionincludes a display device receiving a first signal from an analytesensor system of a set of analyte sensor systems. The first signal isreceived via a first link. The method also includes the display deviceobtaining a derivative of the first signal. Further, the method includesthe display device identifying the analyte sensor system for selection,based on the derivative of the first signal meeting or being above alower threshold.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method additionallyincludes selecting the analyte sensor system for connection based on thederivative of the first signal meeting or being above an upperthreshold. In embodiments, the method further includes the displaydevice receiving a second signal from the analyte sensor system. Thesecond signal may be received via a second link. In embodiments, themethod also includes the display device obtaining a derivative of thesecond signal. Selecting the analyte sensor system for connection may befurther based on the derivative of the second signal being below thelower threshold.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method further includesthe display device receiving a second signal from the analyte sensorsystem. In embodiments, the second signal is received via a second link.In embodiments, the second signal is received via the first link. Inembodiments, the method also includes the display device obtaining aderivative of the second signal. The method may also include the displaydevice selecting the analyte sensor system for connection, based on thederivative of the second signal meeting or being above an upperthreshold. In some cases, selecting the analyte sensor system forconnection is further based on the derivative of the first signal notmeeting or being above the upper threshold.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method also includesgenerating an indication to configure the display device according to asecond link, based on the derivative of the first signal being below theupper threshold. In embodiments, the indication includes a communicationrepresenting an instruction for the display device to be moved closer tothe analyte sensor system. The method may also include the displacedevice providing the indication to a user of the display device. Theindication comprises one or more of an audible communication, a visualcommunication, and a tactile communication.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method also includesgenerating an indication to configure the display device according tothe second link, based on the derivative of the first signal meeting orbeing above the upper threshold.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method includes thedisplay device receiving a third signal from the analyte sensor system,wherein the third signal is received via a third link. In embodiments,the method also includes the display device obtaining a derivative ofthe third signal. Further, the method may include the display deviceselecting the analyte sensor system for connection is further based onthe derivative of the third signal being below the lower threshold.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method includes thedisplay device receiving a third signal from the analyte sensor system,wherein the third signal is received via a third link. In embodiments,the method also includes the display device obtaining a derivative ofthe third signal. The display device selecting the analyte sensor systemfor connection may further be based on the derivative of the thirdsignal being below the lower threshold.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method also includes thedisplay device receiving a second signal from the analyte sensor system,wherein the second signal is received via a second link. In embodiments,the method further includes the display device obtaining a derivative ofthe second signal. Additionally, the method may include the displaydevice selecting the analyte sensor system for connection, based on acomparison of the derivative of the second signal and the derivative ofthe first signal. In embodiments, selecting the analyte sensor systemfor connection is further based on the derivative of the first signalmeeting or exceeding the upper threshold, where the derivative of thesecond signal is less than the derivative of the first signal. Inembodiments, selecting the analyte sensor system for connection isfurther based on the derivative of the second signal meeting orexceeding the upper threshold, where the derivative of the first signalis less than the derivative of the second signal.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method also includes thedisplay device receiving a third signal from the analyte sensor system,wherein the third signal is received via a third link. In embodiments,the method further includes the display device obtaining a derivative ofthe third signal. Additionally, the display device selecting the analytesensor system for connection may further be based on a comparison of thederivative of the third signal and the derivative of the second signal.In embodiments of the method, the derivative of the second signalexceeds the upper threshold, and the derivative of the third signal isless than the derivative of the second signal. In embodiments of themethod, the derivative of the second signal falls below the upperthreshold, and the derivative of the third signal is greater than thederivative of the second signal.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, the method also includes thedisplay device sending a first response signal to the analyte sensorsystem via the first link. In embodiments, the method also includes thedisplay device obtaining a derivative of the first response signal.Also, the display device identifying the analyte sensor system forselection may further be based on a comparison of the derivative of thefirst signal and the derivative of the first response signal. Inembodiments, the method also includes the display device receiving thederivative of the first response signal from the analyte sensor system,where the derivative of the first response signal is generated by theanalyte sensor system.

In certain implementations of the fifth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the fifth aspect, each of the analyte sensorsystems includes a wakeup circuit that initiates transmission ofadvertisement signals after a predetermined amount of time from when asensor is connected to a sensor electronics module of the analytesystem. In embodiments, the predetermined amount of time is common tothe analyte sensor systems.

In a sixth aspect, a mobile device is configured for wirelesscommunication of analyte data. The mobile device includes a transceiverconfigured to transmit and receive wireless signals. The mobile devicealso includes circuitry operatively coupled to the transceiver.Additionally, the mobile device includes a non-transitorycomputer-readable medium operatively coupled to the circuitry andstoring instructions that, when executed, cause the display device toperform a number of operations. One such operation is to receive, via afirst link, a first signal from an analyte sensor system of a set ofanalyte sensor systems. Another such operation is to obtain a derivativeof the first signal. Yet another such operation is to identify theanalyte sensor system for selection, based on the derivative of thefirst signal meeting or being above a lower threshold.

In certain implementations of the sixth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the sixth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the display device to additional operations. One suchoperation is to select the analyte sensor system for connection based onthe derivative of the first signal meeting or being above an upperthreshold. One such operation is to receive, via a second link, a secondsignal from the analyte sensor system. Another such operation is toobtain a derivative of the second signal. Yet another such operation isto select the analyte sensor system for connection further based on thederivative of the second signal being below the lower threshold ormeeting or being above the upper threshold. Another such operation is togenerate an indication to configure the display device according to thesecond link, based on a determination that the derivative of the firstsignal is below the upper threshold. Yet another such operation is togenerate an indication to configure the display device according to thesecond link, based on a determination that the derivative of the firstsignal meets or is above the upper threshold.

In a seventh aspect, a method for identifying a device for connectionincludes an analyte sensor system receiving a first signal from adisplay device of a set of display devices, wherein the first signal isreceived via a first link. The method also includes the analyte sensorsystem identifying the display device for selection, based on aderivative of the first signal meeting or being above a lower threshold.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includesselecting the display device for connection based on the derivative ofthe first signal meeting or being above an upper threshold. Inembodiments, the method also includes the analyte sensor systemreceiving a second signal from the display device. The second signal maybe received via a second link. Selecting the display device forconnection may further based on the derivative of the second signalbeing below the lower threshold.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includes theanalyte sensor system receiving a second signal from the display device.The second signal may be received via a second link. The second signalmay be received via the first link. In embodiments, the method alsoincludes the analyte sensor system obtaining a derivative of the secondsignal. In embodiments, the method further includes the analyte sensorsystem selecting the display device for connection, based on thederivative of the second signal meeting or being above an upperthreshold. Selecting the display device for connection may further bebased on the derivative of the first signal not meeting or being abovethe upper threshold.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includesgenerating an indication to configure the display device according to asecond link, based on the derivative of the first signal being below theupper threshold. The indication may include a communication representingan instruction for the display device to be moved closer to the analytesensor system. In embodiments, the method also includes sending theindication to the displace device for the indication to be provided to auser of the display device. The indication may include one or more of anaudible communication, a visual communication, and a tactilecommunication. In embodiments, the method also includes generating anindication to configure the display device according to the second link,based on the derivative of the first signal meeting or being above theupper threshold.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includes theanalyte sensor system receiving a third signal from the display device,wherein the third signal is received via a third link. The method mayalso include the analyte sensor system obtaining a derivative of thethird signal. The analyte sensor system selecting the display device forconnection may further be based on the derivative of the third signalbeing below the lower threshold.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includes theanalyte sensor system receiving a third signal from the display device,wherein the third signal is received via a third link. In embodiments,the method further includes the analyte sensor system determining aderivative of the third signal. The analyte sensor system selecting thedisplay device for connection may further be based on the derivative ofthe third signal being below the lower threshold.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includes theanalyte sensor system receiving a second signal from the display device.The second signal may be received via a second link. In embodiments, themethod also includes the analyte sensor system obtaining a derivative ofthe second signal. In embodiments, the method also includes the analytesensor system selecting the display device for connection, based on acomparison of the derivative of the second signal and the derivative ofthe first signal. Selecting the display device for connection mayfurther be based on the derivative of the first signal meeting orexceeding the upper threshold, where the derivative of the second signalis less than the derivative of the first signal. Selecting the displaydevice for connection may further be based on the derivative of thesecond signal meeting or exceeding the upper threshold, where thederivative of the first signal is less than the derivative of the secondsignal.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includes theanalyte sensor system receiving a third signal from the display device.The third signal may be received via a third link. In embodiments, themethod also includes the analyte sensor system obtaining a derivative ofthe third signal. The analyte sensor system selecting the display devicefor connection may further be based on a comparison of the derivative ofthe third signal and the derivative of the second signal. Inembodiments, the derivative of the second signal meets or exceeds theupper threshold, and the derivative of the third signal is less than thederivative of the second signal. In embodiments, the derivative of thesecond signal falls below the upper threshold, and the derivative of thethird signal is greater than the derivative of the second signal.

In certain implementations of the seventh aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the seventh aspect, the method also includesgenerating a representation of user input from an accelerometer. Inembodiments, selecting the display device for connection is furtherbased on the representation of the user input from the accelerometer. Inembodiments, the method also includes initiating a prompt for the userto provide the user input. The user input may be based on the userphysically contacting the analyte sensor system.

In an eighth aspect, an analyte sensor system is configured for wirelesscommunication of analyte data. The analyte sensor system includes ananalyte sensor. The analyte sensor system includes a transceiverconfigured to transmit and receive wireless signals. The analyte sensorsystem also a processor operatively coupled to the analyte sensor andthe transceiver and configured to cause the analyte sensor system toperform a number of operations. One such operation is to receive, via afirst link, a first signal from a display device of a set of displaydevices. Another such operation is to obtain a derivative of the firstsignal. Another such operation is to identify the display device forselection, based on the derivative of the first signal meeting or beingabove a lower threshold.

In certain implementations of the eighth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the eighth aspect, the processor is furtherconfigured to cause the analyte sensor system to perform a number ofadditional operations. One such operation is to select the displaydevice for connection based on the derivative of the first signalmeeting or being above an upper threshold. Another such operation is toreceive, via a second link, a second signal from the display device. Yetanother such operation is to obtain a derivative of the second signal.Another such operation is to select the display device for connectionfurther based on the derivative of the second signal being below thelower threshold or meeting or being above the upper threshold. Anothersuch operation is to generate an indication to configure the displaydevice according to the second link, based on a determination that thederivative of the first signal is below the upper threshold. Anothersuch operation is to generate an indication to configure the displaydevice according to the second link, based on a determination that thederivative of the first signal meets or is above the upper threshold.

In a ninth aspect, a method for identifying a device for connectionincludes a display device obtaining a derivative of a first signalreceived via a first link. The method also includes the display devicegenerating an identification for selection, based on the derivative ofthe first signal meeting or being above a lower threshold.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includesgenerating a selection for connection, based on the derivative of thefirst signal meeting or being above an upper threshold. In embodiments,the method further includes the display device obtaining a derivative ofa second signal received via a second link. Generating the selection forconnection may further be based on the derivative of the second signalbeing below the lower threshold.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includes thedisplay device obtaining a derivative of a second signal. The secondsignal may be received via a second link. The second signal may bereceived via the first link. In embodiments, the method also includesthe display device generating a selection for connection, based on thederivative of the second signal meeting or being above an upperthreshold. Generating the selection for connection may further be basedon the derivative of the first signal not meeting or being above theupper threshold.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includesgenerating an indication to configure the display device according to asecond link, based on the derivative of the first signal being below theupper threshold. The indication may include a communication representingan instruction for the display device to be moved closer to the analytesensor system. In embodiments, the method further includes sending theindication to the displace device for the indication to be provided to auser of the display device. The indication may include one or more of anaudible communication, a visual communication, and a tactilecommunication. In embodiments, the method also includes generating anindication to configure the display device according to a second link,based on the derivative of the first signal meeting or being above theupper threshold.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includes thedisplay device obtaining a derivative of a third signal received via athird link. The display device generating the selection for connectionmay further be based on the derivative of the third signal being belowthe lower threshold.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includes thedisplay device obtaining a derivative of a third signal received via athird link. The display device generating the selection connection isfurther based on the derivative of the third signal meeting or beingabove the upper threshold.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includes thedisplay device obtaining a derivative of a second signal received via asecond link. In embodiments, the method also includes the display devicegenerating a selection for connection, based on a comparison of thederivative of the second signal and the derivative of the first signal.In embodiments, the display device generating the selection forconnection is further based on the derivative of the first signalmeeting or exceeding the upper threshold, where the derivative of thesecond signal is less than the derivative of the first signal. Inembodiments, the display device generating the selection for connectionis further based on the derivative of the second signal meeting orexceeding the upper threshold, where the derivative of the first signalis less than the derivative of the second signal.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includes thedisplay device obtaining a derivative of the third signal received via athird link. Generating the selection for connection may further be basedon a comparison of the derivative of the third signal and the derivativeof the second signal. In embodiments of the method, the derivative ofthe second signal meets or exceeds the upper threshold; and thederivative of the third signal is less than the derivative of the secondsignal. . In embodiments of the method, the derivative of the secondsignal is below the upper threshold, and the derivative of the thirdsignal is greater than the derivative of the second signal.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includesreceiving a representation of user input to an accelerometer. Inembodiments, generating the selection for connection is further based onthe representation of the user input. In embodiments, the method alsoincludes presenting a prompt for the user to provide the user input tothe analyte sensor system. The user input may be based on the usertapping the analyte sensor system.

In certain implementations of the ninth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the ninth aspect, the method also includes thedisplay device prompting the user to physically contact an analytesensor system in order to trigger the analyte sensor system to send thefirst signal to the display device.

In a tenth aspect, a mobile device is configured for wirelesscommunication of analyte data. The mobile device includes a transceiverconfigured to transmit and receive wireless signals. The mobile devicealso includes circuitry operatively coupled to the transceiver. Further,the mobile device includes a non-transitory computer-readable mediumoperatively coupled to the circuitry and storing instructions that, whenexecuted, cause the display device to perform a number of operations.One such operation is to obtain a derivative of a first signal receivedvia a first link. Another such operation is to generate anidentification for selection, based on a derivative of the first signalmeeting or being above a lower threshold.

In certain implementations of the tenth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the tenth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the mobile device to perform a number of additionaloperations. One such operation is to generate a selection forconnection, based on the derivative of the first signal meeting or beingabove an upper threshold. Another such operation is to obtain aderivative of a second signal received via a second link. Yet anothersuch operation is to generate the selection for connection further basedon the derivative of the second signal being below the lower thresholdor meeting or being above the upper threshold. Another such operation isto generate the selection for connection further based on the derivativeof the first signal not meeting or being above the upper threshold.Another such operation is to obtain a derivative of a third signalreceived via a third link. Yet another such operation is to generate theselection for connection further based on the derivative of the thirdsignal meeting or being above the upper threshold or being below thelower threshold.

In certain implementations of the tenth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the tenth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the mobile device to perform a number of additionaloperations. One such operation is to obtain a derivative of a secondsignal received via a second link. Another such operation is to generatethe selection for connection based on a comparison of the derivative ofthe second signal to the derivative of the first signal. Another suchoperation is to obtain a derivative of a third signal received via athird link. Yet another such operation is to generate the selection forconnection further based on a comparison of the derivative of the thirdsignal to the derivative of the second signal.

In certain implementations of the tenth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the tenth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the mobile device to perform a number of additionaloperations. One such operation is to receive a representation of userinput to the accelerometer. Another such operation is to generate theselection for connection further based on a comparison of therepresentation of the user input.

In an eleventh aspect, a method for identifying a device for connectionincludes a display device obtaining a derivative of a first signalreceived via a first link. The method also includes the display deviceobtaining a derivative of a second signal received via a second link.Additionally, the method includes the display device generating aselection for connection, based on a comparison of the derivative of thefirst signal to the derivative of the second signal.

In certain implementations of the eleventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eleventh aspect, the method alsoincludes calculating a difference between the derivative of the firstsignal and the derivative of the second signal. In embodiments, themethod also includes generating the comparison by comparing thedifference to a predetermined value.

In certain implementations of the eleventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eleventh aspect, the method alsoincludes calculating a difference between the derivative of the firstsignal and the derivative of the second signal. In embodiments, themethod also includes generating the comparison by comparing an absolutevalue of the difference to a predetermined value.

In certain implementations of the eleventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eleventh aspect, the method alsoincludes the display device obtaining a derivative of a third signalreceived via a third link. In embodiments, the display device generatingthe selection for connection is further based on a comparison of thesecond derivative to the third derivative.

In certain implementations of the eleventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eleventh aspect, the method alsoincludes calculating a first difference between the derivative of thefirst signal and the derivative of the second signal. In embodiments,the method further includes the display device obtaining a derivative ofa third signal received via a third link. In embodiments, the methodincludes calculating a second difference between the derivative of thethird signal and the derivative of the second signal. In embodiments,the display device generating the selection for connection is furtherbased on a comparison of the first difference to the second difference.

In a twelfth aspect, a mobile device is configured for wirelesscommunication of analyte data. The mobile device includes a transceiverconfigured to transmit and receive wireless signals. The mobile devicealso includes circuitry operatively coupled to the transceiver. Further,the mobile device includes a non-transitory computer-readable mediumoperatively coupled to the circuitry and storing instructions that, whenexecuted, cause the mobile device to perform a number of operations. Onesuch operation is to obtain a derivative of a first signal received viaa first link. Another such operation is to obtain a derivative of asecond signal received via a second link. Yet another such operation isto generate a selection for connection, based on a comparison of thederivative of the first signal and the derivative of the second signal.

In certain implementations of the twelfth aspect, which may be generallyapplicable but are also particularly applicable in connection with anyother implementation of the twelfth aspect, the non-transitorycomputer-readable medium further stores instructions that, whenexecuted, cause the mobile device to perform a number of additionaloperations. One such operation is to calculate a difference between thederivative of the first signal and the derivative of the second signal.Another such operation is to generate the comparison by comparing thedifference to a predetermined value.

In a twelfth aspect, a method for identifying a device for connectionincludes a display device of a set of display devices establishing aconnection with an analyte sensor system of a set of analyte sensorsystems. The method further includes the display device generating aconfirmation for connection to the analyte sensor system based on aduration of the connection exceeding a pre-determined amount of time.

In a thirteenth aspect, a mobile device of a set of mobile devices isconfigured for wireless communication of analyte data. The mobile deviceincludes a transceiver configured to transmit and receive wirelesssignals. The mobile device also includes circuitry operatively coupledto the transceiver. Additionally, the mobile device includes anon-transitory computer-readable medium operatively coupled to thecircuitry and storing instructions that, when executed, cause the mobiledevice to perform a number of operations. One such operation is toestablish connection with an analyte sensor system of a set of analytesensor systems. Another such operation is to generate a confirmation forconnection to the analyte sensor system based on a duration of theconnection exceeding a pre-determined about of time.

In a fourteenth aspect, a method for identifying a device for connectionincludes operating in one of a plurality of modes for generating aselection for connection between a display device and an analyte sensorsystem. Operating in a first mode of the plurality of modes includesreceiving input regarding the analyte sensor system that identifies theanalyte sensor system from among a set of analyte sensor systems.Operating in the first mode also includes generating the selection forconnection with the analyte sensor system based on the input. Operatingin a second mode of the plurality of modes includes obtaining aderivative of a first signal received via a first link. Operating in thesecond mode also includes generating an identification for selectionbased on the derivative of the first signal. Operating in the secondmode also includes generating a selection for connection based on theidentification for selection and one or more of a derivative of a secondsignal and user input. Operating in a third mode of the plurality ofmodes includes forming a connecting between the display device and theanalyte sensor system. Operating in the third mode also includesgenerating a confirmation for connection based on maintaining theconnection for at least a pre-determined amount of time.

In certain implementations of the fourteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the fourteenth aspect, the inputregarding the analyte sensor system that identifies the analyte sensorsystem includes one of: an identification number for the analyte sensorsystem; a character identifier for the analyte sensor system; a capturedencoded element; a captured image; and input selecting the analytesensor system from a list.

In certain implementations of the fourteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the fourteenth aspect, the derivativeof the first signal is based on an RSSI of the first signal, and thederivative of the second signal is based on an RSSI of the secondsignal. In embodiments, the method also includes calculating adifference the derivative of the first signal and the derivative of thesecond signal. Further, the method includes comparing the difference toa threshold. The method may also include, if the difference exceeds thethreshold, confirming the selection for connection.

In certain implementations of the fourteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the fourteenth aspect, the method alsoincludes presenting an instruction to the user to provide input to anaccelerometer of the analyte sensor system for the analyte sensor systemto initiate transmission of the first signal.

In a fifteenth aspect, a system for identifying a device for connectionincludes an analyte sensor system. The system also includes a mobiledevice. The analyte sensor system and the mobile device are configuredto operate in one of a plurality of modes for generating a selection forconnection between the mobile device and the analyte sensor system. Foroperation in a first mode of the plurality of modes, the mobile deviceis configured to perform a number of operations. One such operation isto receive input regarding the analyte sensor system that identifies theanalyte sensor system from among a set of analyte sensor systems.Another such operation is to generate the selection for connection withthe analyte sensor system based on the input. For operation in a secondmode of the plurality of modes, the mobile device is configured toperform a number of operations. One such operation is to obtain aderivative of a first signal received via a first link. Another suchoperation is to generate an identification for selection based on thederivative of the first signal. Yet another such operation is togenerate a selection for connection based on the identification forselection and one or more of a derivative of a second signal and userinput. For operation in a third mode of the plurality of modes, themobile device is configured to perform a number of operations. One suchoperation is to form a connecting between the display device and theanalyte sensor system. Another such operation is to generate aconfirmation for connection based on maintaining the connection for atleast a pre-determined amount of time.

In a sixteenth aspect, a method for wireless communication of analytedata includes establishing a first connection between an analyte sensorsystem and a display device. The method also includes during the firstconnection, exchanging information related to authentication between theanalyte sensor system and the display device. The information related toauthentication includes an application key. The method further includesthe analyte sensor system transmitting an encrypted analyte value to thedisplay device. The encrypted analyte value has been generated based onthe application key.

In certain implementations of the sixteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the sixteenth aspect, the method alsoincludes modifying the application key responsive to one or more of: thepassage of a predetermined amount of time; the analyte sensor system orthe display device being restarted; a trigger related to another deviceattempting to connect to the analyte sensor system; and user input.

In certain implementations of the sixteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the sixteenth aspect, the applicationkey was received by the display device from a server. In embodiments,for each analyte sensor system, the server associates the applicationkey with identification information for the analyte sensor system. Inembodiments, the application key was received by the display device fromthe server responsive to the display device providing the server withthe identification information for the analyte sensor system.

In a seventeenth aspect, an analyte sensor system is configured forwireless communication of analyte data. The analyte sensor systemincludes an analyte sensor. The analyte sensor system includes atransceiver configured to transmit and receive wireless signals. Theanalyte sensor system also includes a processor operatively coupled tothe analyte sensor and the transceiver and configured to cause theanalyte sensor system to perform a number of operations. One suchoperation is to establish a first connection between the analyte sensorsystem and a display device. Another such operation is to, during thefirst connection, exchange information related to authentication betweenthe analyte sensor system and the display device, where the informationrelated to authentication includes an application key. Another suchoperation is to make a determination regarding whether authenticationwas performed during the first interval. Yet another such operation isto transmit an encrypted analyte value to the display device, where theencrypted analyte value was generated based on the application key. Inembodiments, the application key was received from a server responsiveto the server being provided with the identification information for theanalyte sensor system.

In an eighteenth aspect, a method for wireless communication of analytedata includes receiving a proposal for a connection parameter. Theproposal includes one or more proposed values for the connectionparameter. The method also includes determining whether the proposal isacceptable. The method includes generating a response to the proposal,based on determining whether the proposal is acceptable.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes modifying a connection between a display device and an analytesensor system based on an acceptable proposed value of the one or moreproposed values, if the response indicates an acceptance of theacceptable proposed value.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes establishing a connection between a display device and theanalyte sensor system based on an acceptable proposed value of the oneor more proposed values, if the response indicates an acceptance of theacceptable proposed value.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes sending a counter-proposal, if the response indicates apreference of a value for the connection parameter other than theproposed values for the connection parameter. The counter-proposalcomprises one or more counter-proposal values for the connectionparameter.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes receiving a response to the counter-proposal. In embodiments,the method further includes modifying a connection between a displaydevice and an analyte sensor system based on at least one of thecounter-proposal values, if the response to the counter-proposalindicates an acceptance of one or more of the counter-proposal values.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes receiving a response to the counter-proposal. In embodiments,the method further includes terminating a connection between a displaydevice and an analyte sensor system, if the response to thecounter-proposal indicates a denial of the counter-proposal values.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes receiving a response to the counter-proposal. In embodiments,the method further includes establishing a connection between a displaydevice and an analyte sensor system based on at least one of thecounter-proposal values, if the response to the counter-proposalindicates an acceptance of one or more of the counter-proposal values.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes receiving a response to the counter-proposal. In embodiments,the method further includes generating a negative connection decision,if the response to the counter-proposal indicates a denial of thecounter-proposal values.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the connectionparameter is one of a connection interval, a slave latency, and asupervision timeout.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the proposal isbased on an expected operating time of the analyte sensor system.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the proposal isbased on a glucose level of a user.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the proposal isbased on one or more of a quality of service, a time of day, a location,or battery conditions.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes requesting a connection according to a first connection model.In embodiments, the method further includes requesting a connectionaccording to a second connection model, responsive to determining thatthe proposal is not acceptable.

In certain implementations of the eighteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the eighteenth aspect, the method alsoincludes terminating a connecting between a display device and ananalyte sensor system, responsive to determining that the proposal isnot acceptable. In embodiments, the method also includes providing anotification related to terminating the connection.

In a nineteenth aspect, an analyte sensor system is configured forwireless communication of analyte data. The analyte sensor systemincludes an analyte sensor. The analyte sensor system includes atransceiver configured to transmit and receive wireless signals. Theanalyte sensor system includes a processor operatively coupled to theanalyte sensor and the transceiver and configured to cause the analytesensor system to perform a number of operations. One such operation isto receive a proposal for a connection parameter, wherein the proposalcomprises one or more proposed values for the connection parameter.Another such operation is to determine whether the proposal isacceptable. Yet another such operation is to generate a response to theproposal, based on a determination that the proposal is acceptable.

In certain implementations of the nineteenth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the nineteenth aspect, the processor isfurther configured to perform a number of additional operations. Onesuch operation is to modify a connection between a display device andthe analyte sensor system based on an acceptable proposed value of theone or more proposed values, if the response indicates an acceptable ofthe acceptable proposed value. Another such operation is to establish aconnection between a display device and the analyte sensor system basedon an acceptable proposed value of the one or more proposed values, ifthe response indicates an acceptable of the acceptable proposed value.Another such operation is to send a counter-proposal, if the responseindicates a preference of a value for the connection parameter otherthan the proposed values for the connection parameter. Thecounter-proposal may include one or more counter-proposal values for theconnection parameter. Another such operation is to receive a response tothe counter-proposal. Another such operation is to modify a connectionbetween a display device and the analyte sensor system based on at leastone of the counter-proposal values, if the response to thecounter-proposal indicates an acceptance of one or more of thecounter-proposed values. Another such operation is to terminate aconnection between a display device and the analyte sensor system, ifthe response to the counter-proposal indicates a denial of thecounter-proposed values. Another such operation is to establish aconnection between a display device and the analyte sensor system basedon at least one of the counter-proposal values, if the response to thecounter-proposal indicates an acceptance of one or more of thecounter-proposed values. Another such operation is to request aconnection according to a first connection model. Another such operationis to request a connection according to a second connection model,responsive to a determination that the proposal is not acceptable.

In a twentieth aspect, a method for wireless communication of analytedata includes responsive to input from an application running on adisplay device, the display device sending to an analyte sensor system amessage comprising a value for a connection parameter. The method alsoincludes the display device receiving from the analyte sensor system thevalue for the connection parameter. Additionally, the method includes anoperating system of the display device applying the value for theconnection parameter, based on a determination that the value isacceptable.

In certain implementations of the twentieth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twentieth aspect, the determinationthat the value is acceptable is received by the display device from theanalyte sensor system.

In a twenty-first aspect, a method for wireless communication of analytedata includes operating in a first mode. Operating in the first modeincludes an analyte sensor system periodically exchanging messages witha display device such that the analyte sensor system and the displaydevice remain connected. Operating in the first mode includes, while theanalyte sensor system and the display device remain connected, theanalyte sensor system transmitting the analyte data to the displaydevice. The method also includes operating in a second mode. Operatingin the second mode includes periodically establishing a connectionbetween the analyte sensor system and the display device. Operating inthe second mode includes, while the connection is established,transmitting the analyte data to the display device.

In certain implementations of the twenty-first aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-first aspect, the methodincludes switching from operating in the first mode to operating in thesecond mode or switching from operating in the second mode to operatingin the first mode. In embodiments, the switching is based on user input.In embodiments, the switching is based on one or more switchingcriteria. In embodiments, the switching criteria include a type ofdisplay device; user information; the availability of display devicesfor connection; a priority scheme regarding display devices; quality ofservice; battery life; time of day; and a location.

In certain implementations of the twenty-first aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-first aspect, the methodfurther includes receiving an indication related to battery management;wherein the switching is done based on the indication.

In certain implementations of the twenty-first aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-first aspect, the methodalso includes presenting a notification to the user related to theswitching.

In certain implementations of the twenty-first aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-first aspect, while theanalyte sensor system and the display device remain connected, theanalyte sensor system transmitting the analyte data to the displaydevice is done upon the analyte data becoming available fortransmission.

In a twenty-second aspect, an analyte sensor system is configured forwireless communication of analyte data. The analyte sensor systemincludes an analyte sensor. The analyte sensor system includes atransceiver configured to transmit and receive wireless signals. Theanalyte sensor system includes a processor operatively coupled to theanalyte sensor and the transceiver and configured to cause the analytesensor system to perform a number of operations. One such operation isto operate in a first mode. For operation in the first mode, the analytesensor system is configured to perform a number of operations. One suchoperation for the first mode is periodically exchange messages with adisplay device such that the analyte sensor system and the displaydevice remain connected. Another such operation for the first mode isto, while the analyte sensor system and the display device remainconnected, transmit the analyte data to the display device. Another suchoperation is to operate in a second mode. For operation in the secondmode, the analyte sensor system is configured to perform a number ofoperations. One such operation for the second mode is to periodicallyestablish a connection with a display device. Another such operation forthe second mode is to, while the connection is established, transmit theanalyte data to the display device. Another such operation is to switchbetween operation in the first mode and operation in the second mode.

In a twenty-third aspect, a method for wireless communication of analytedata includes an analyte sensor system periodically exchanging messagingwith a display device such that the analyte sensor system and thedisplay device maintain a connection. The method also includes theanalyte sensor system transmitting the analyte data to the displaydevice while the analyte sensor system and the display device maintainthe connection.

In certain implementations of the twenty-third aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-third aspect, the methodalso includes the analyte sensor system sending a proposal for a set ofconnection parameters to the display device, responsive to receiving aconnection request from the display device. The set of connectionparameters may include a connection interval, slave latency, andsupervision timeout. In embodiments, the method also includes receivinga connection decision from the display device; wherein the connectiondecision is based on the proposal. In embodiments, periodicallyexchanging messaging is done based on the set of connection parameters,responsive the connection decision comprising an acceptance of theproposal.

In certain implementations of the twenty-third aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-third aspect, the methodalso includes terminating the connection, based on a violation of one ormore of the connection parameters. In embodiments, the method alsoincludes the analyte sensor system transmitting advertisement messages,responsive terminating the connection.

In certain implementations of the twenty-third aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-third aspect, the methodalso includes requesting to modify one or more of the connectionparameters, responsive to a violation of one or more of the connectionparameters.

In a twenty-fourth aspect, an analyte sensor system is configured forwireless communication of analyte data. The analyte sensor systemincludes an analyte sensor. The analyte sensor system includes atransceiver configured to transmit and receive wireless signals. Theanalyte sensor system also includes a processor operatively coupled tothe analyte sensor and the transceiver and configured to cause theanalyte sensor system to perform a number of operations. One suchoperation is to periodically exchange messaging with a display devicesuch that the analyte sensor system and the display device maintain aconnection. One such operation is to transmit the analyte data to thedisplay device while the analyte sensor system and the display deviceremain connected.

In a twenty-fifth aspect, a method for wireless communication of analytedata includes establishing a connection between an analyte sensor systemand a display device. The method also includes receiving a set ofcharacteristics associated with the analyte sensor system. Thecharacteristics are arranged in a sequence. The method also includessending to the analyte sensor system a request to read one or more ofthe characteristics in an order different from the sequence.

In certain implementations of the twenty-fifth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-fifth aspect, the request toread one or more of the characteristics includes a request to read anestimated glucose value.

In certain implementations of the twenty-fifth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-fifth aspect, the methodalso includes performing a characteristic of the set of characteristics.In embodiments, the characteristic is associated with reading theestimated glucose value. In embodiments, the characteristic is performedwithout having performed one or more other characteristics preceding thecharacteristic in the sequence.

In a twenty-sixth aspect, a mobile device is configured for wirelesscommunication of analyte data. The mobile device includes a transceiverconfigured to transmit and receive wireless signals. The mobile deviceincludes circuitry operatively coupled to the transceiver. And themobile device includes a non-transitory computer-readable mediumoperatively coupled to the circuitry and storing instructions that, whenexecuted, cause the mobile device to perform a number of operations. Onesuch operation is to establish a connection with an analyte sensorsystem. Another such operation is to receive a set of characteristicsassociated with the analyte sensor system. The characteristics may bearranged in a sequence. Another such operation is to send to the analytesensor system a request to read one or more of the characteristics in anorder different from the sequence.

In a twenty-seventh aspect, a method for wireless communication ofanalyte data includes obtaining a derivative of a first signal receivedvia a first link. The method also includes generating an identificationfor selection, based on the derivative of the first signal. The methodalso includes obtaining a derivative of a second signal received via asecond link. Further, the method includes generating a selection forconnection, based on the derivative of the second signal. The methodincludes establishing a connection between a display device and ananalyte sensor system, based on the selection for connection. And themethod includes periodically exchanging messaging to maintain theconnection.

In certain implementations of the twenty-seventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-seventh aspect, the methodalso includes the analyte sensor system transmitting the analyte data tothe display device while the analyte sensor system and the displaydevice maintain the connection. In embodiments, the method also includesreceiving a connection decision from the display device, where theconnection decision is based on the proposal.

In certain implementations of the twenty-seventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-seventh aspect, the methodalso includes the analyte sensor system sending a proposal for a set ofconnection parameters to the display device, responsive to receiving aconnection request from the display device.

In certain implementations of the twenty-seventh aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-seventh aspect, periodicallyexchanging messaging is done based on the set of connection parameters,responsive the connection decision comprising an acceptance of theproposal.

In a twenty-eighth aspect, a method for wireless communication ofanalyte data includes authenticating a display device for a firstconnection by exchanging information related to authentication betweenan analyte sensor system and the display device. The method alsoincludes, based on authenticating the display device, the analyte sensorsystem periodically exchanging messaging with the display device tomaintain the first connection. Further, the method includes the analytesensor system transmitting encrypted analyte data to the display deviceduring the time the first connection is maintained.

In certain implementations of the twenty-eighth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-eighth aspect, the methodalso includes terminating the first connection. In embodiments, themethod also includes establishing a second connection between analytesensor system and the display device. In embodiments, the method alsoincludes the analyte sensor system periodically exchanging messagingwith the display device to maintain the second connection. . Inembodiments, the method also includes the analyte sensor systemtransmitting encrypted analyte data to the display device during thetime the second connection is maintained. For the second connection, insome cases, the periodically exchanging the messaging and thetransmitting encrypted analyte data are based on authenticating thedisplay device for the first connection.

In a twenty-ninth aspect, a method for wireless communication of analytedata between a display device and one or more analyte sensor systemsincludes the display device obtaining a derivative of a first signalreceived from a first analyte sensor system of the one or more analytesensor systems or from one or more of the analyte sensor systems otherthan the first analyte sensor system. The method additionally includesthe display device generating a selection for connection with the firstanalyte sensor system using the derivative of the first signal and acondition. Further, the method includes establishing a first connectionbetween the display device and the first analyte sensor system using theselection for connection. The first connection is established if, duringan amount of time, the display device does not receive an advertisementmessage from the one or more analyte sensor systems other than the firstanalyte sensor system, or the display device does not obtain aderivative of a second signal that satisfies the condition. The secondsignal is received from the one or more analyte sensor systems otherthan the first analyte sensor system.

In certain implementations of the twenty-ninth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the twenty-ninth aspect, the methodalso includes obtaining a derivative of a signal received from a secondanalyte sensor system among the one or more analyte sensor systems otherthan the first analyte sensor system. In embodiments, the method alsoincludes establishing a second connection between the display device andthe second analyte sensor system using at least the derivate of thesignal received from the second analyte sensor system.

In a thirtieth aspect, a method for wireless communication of analytedata includes a display device receiving advertisement messages from anumber of analyte sensor systems. The number is two or more. If thenumber does not exceed a threshold, the method includes furtheroperations, as follows. The method may further include the displaydevice obtaining respective derivatives of signals received from thenumber of analyte sensor systems. The method may also include thedisplay device determining whether any of the derivatives satisfies acondition for an amount of time. Additionally, the method may include,responsive to the display device determining that a first derivative ofthe derivatives satisfies the condition for the amount of time, thedisplay device generating a selection for connection with a firstanalyte sensor system of the number of analyte sensor systems. The firstanalyte sensor system sent the signal used to obtain the firstderivative. Further, the method may include establishing a firstconnection between the display device and the first analyte sensorsystem using the selection for connection.

In certain implementations of the thirtieth aspect, which may begenerally applicable but are also particularly applicable in connectionwith any other implementation of the thirtieth aspect, if the numberexceeds the threshold, the method includes further operations, asfollows. The method may include the display device providing a prompt toa user of the display device, wherein the prompt relates to connectionestablishment. The method may further include establishing a secondconnection between the display device and one of the analyte sensorsystems selected for connection using input received by the displaydevice in response to the prompt.

BRIEF DESCRIPTION OF THE DRAWINGS

Further aspects of the present disclosure will be more readilyappreciated upon review of the detailed description of the variousdisclosed embodiments, described below, when taken in conjunction withthe accompanying figures.

FIG. 1A illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 1B illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 2A is a perspective view of an example enclosure that may be usedin connection with implementing embodiments of an analyte sensor system.

FIG. 2B is a side view of an example enclosure that may be used inconnection with implementing embodiments of an analyte sensor system.

FIG. 3A illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 3B illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 3C illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 3D illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 3E illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 3F illustrates aspects of an example user interface according toembodiments of the disclosure.

FIG. 3G illustrates aspects of an example user interface according toembodiments of the disclosure.

FIG. 4 is a block diagram illustrating aspects of an example analytesensor system according to embodiments of the disclosure.

FIG. 5 is a block diagram illustrating aspects of an example analytesensor system according to embodiments of the disclosure.

FIG. 6 is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7A is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7B is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7C is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7D is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7E is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7F is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7G is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7H is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7J is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 7K is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 8 illustrates an example structure for an advertisement message inaccordance with embodiments of the present disclosure.

FIG. 9 is a timing diagram illustrating the transmission ofadvertisement messages in accordance with embodiments of the presentdisclosure.

FIG. 10A illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 10B illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 10C illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 10D illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 10E illustrates aspects of an example system that may be used inconnection with implementing embodiments of the disclosure.

FIG. 11 illustrates an example computing module in accordance withembodiments of the present disclosure.

FIG. 12A is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 12B is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13A is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13B is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13C is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13D is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13E is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13F is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13G is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13H is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13J is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13K is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13L is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13M is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13N is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13P is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 13Q is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 14 is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 15A is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 15B is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 16A is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 16B is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 16C is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 17 is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 18 is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 19 is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

FIG. 20 is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the disclosure.

The figures are described in greater detail in the description andexamples below, are provided for purposes of illustration only, andmerely depict typical or example embodiments of the disclosure. Thefigures are not intended to be exhaustive or to limit the disclosure tothe precise form disclosed. It should also be understood that thedisclosure may be practiced with modification or alteration, and thatthe disclosure may be limited only by the claims and the equivalentsthereof.

DETAILED DESCRIPTION

Embodiments of the present disclosure are directed to systems, methods,and devices for wireless communication of analyte data. In variousdeployments described herein, the analyte data is glucose data generatedby an analyte sensor system configured to connect to display devices andthe like. Implementing aspects of the present disclosure, as describedin detail herein, may reduce the power consumption of the analyte sensorsystem by increasing the efficiency thereof with respect to wirelesscommunications the analyte sensor system and other devices. Moreover,implementing aspects of the present disclosure may also allow forreduced power consumption while maintaining and/or improving performancewith respect to the reliability, speed, and accuracy of wirelesscommunications, as well as the connection protocols associatedtherewith. Additionally, in some cases, power consumption may be lesscritical than other aspects of performance (e.g., reliability and/orlatency), and in such cases, different modes of connection may beemployed to increase performance. In particular, some aspects of thedisclosure relate to, for example, authentication and encryption,connection protocols and timing for devices, advertisement messagestructure and content, and device pairing.

The details of some example embodiments of the systems, methods, anddevices of the present disclosure are set forth in this description andin some cases, in other portions of the disclosure. Other features,objects, and advantages of the disclosure will be apparent to one ofskill in the art upon examination of the present disclosure,description, figures, examples, and claims. It is intended that all suchadditional systems, methods, devices, features, and advantages beincluded within this description (whether explicitly or by reference),be within the scope of the present disclosure, and be protected by oneor more of the accompanying claims.

A. Overview

In some embodiments, a system is provided for continuous measurement ofan analyte in a host. The system may include: a continuous analytesensor configured to continuously measure a concentration of the analytein the host, and a sensor electronics module physically connected to thecontinuous analyte sensor during sensor use. In certain embodiments, thesensor electronics module includes electronics configured to process adata stream associated with an analyte concentration measured by thecontinuous analyte sensor, in order to generate sensor information thatincludes raw sensor data, transformed sensor data, and/or any othersensor data, for example. The sensor electronics module may further beconfigured to generate sensor information that is customized forrespective display devices, such that different display devices mayreceive different sensor information.

The term “analyte” as used herein is a broad term and is to be given itsordinary and customary meaning to a person of ordinary skill in the art(and is not to be limited to a special or customized meaning), andfurthermore refers without limitation to a substance or chemicalconstituent in a biological fluid (for example, blood, interstitialfluid, cerebral spinal fluid, lymph fluid or urine) that can beanalyzed. Analytes can include naturally occurring substances,artificial substances, metabolites, and/or reaction products. In someembodiments, the analyte for measurement by the sensor heads, devices,and methods is analyte. However, other analytes are contemplated aswell, including but not limited to acarboxyprothrombin; acylcarnitine;adenine phosphoribosyl transferase; adenosine deaminase; albumin;alpha-fetoprotein; amino acid profiles (arginine (Krebs cycle),histidine/urocanic acid, homocysteine, phenylalanine/tyrosine,tryptophan); andrenostenedione; antipyrine; arabinitol enantiomers;arginase; benzoylecgonine (cocaine); biotinidase; biopterin; c-reactiveprotein; carnitine; carnosinase; CD4; ceruloplasmin; chenodeoxycholicacid; chloroquine; cholesterol; cholinesterase; conjugated 1-βhydroxy-cholic acid; cortisol; creatine kinase; creatine kinase MMisoenzyme; cyclosporin A; d-penicillamine; de-ethylchloroquine;dehydroepiandrosterone sulfate; DNA (acetylator polymorphism, alcoholdehydrogenase, alpha 1-antitrypsin, cystic fibrosis, Duchenne/Beckermuscular dystrophy, analyte-6-phosphate dehydrogenase, hemoglobin A,hemoglobin S, hemoglobin C, hemoglobin D, hemoglobin E, hemoglobin F,D-Punjab, beta-thalassemia, hepatitis B virus, HCMV, HIV-1, HTLV-1,Leber hereditary optic neuropathy, MCAD, RNA, PKU, Plasmodium vivax,sexual differentiation, 21-deoxycortisol); desbutylhalofantrine;dihydropteridine reductase; diptheria/tetanus antitoxin; erythrocytearginase; erythrocyte protoporphyrin; esterase D; fattyacids/acylglycines; free β-human chorionic gonadotropin; freeerythrocyte porphyrin; free thyroxine (FT4); free tri-iodothyronine(FT3); fumarylacetoacetase; galactose/gal-1-phosphate;galactose-1-phosphate uridyltransferase; gentamicin; analyte-6-phosphatedehydrogenase; glutathione; glutathione perioxidase; glycocholic acid;glycosylated hemoglobin; halofantrine; hemoglobin variants;hexosaminidase A; human erythrocyte carbonic anhydrase I;17-alpha-hydroxyprogesterone; hypoxanthine phosphoribosyl transferase;immunoreactive trypsin; lactate; lead; lipoproteins ((a), B/A-1, β);lysozyme; mefloquine; netilmicin; phenobarbitone; phenytoin;phytanic/pristanic acid; progesterone; prolactin; prolidase; purinenucleoside phosphorylase; quinine; reverse tri-iodothyronine (rT3);selenium; serum pancreatic lipase; sissomicin; somatomedin C; specificantibodies (adenovirus, anti-nuclear antibody, anti-zeta antibody,arbovirus, Aujeszky's disease virus, dengue virus, Dracunculusmedinensis, Echinococcus granulosus, Entamoeba histolytica, enterovirus,Giardia duodenalisa, Helicobacter pylori, hepatitis B virus, herpesvirus, HIV-1, IgE (atopic disease), influenza virus, Leishmaniadonovani, leptospira, measles/mumps/rubella, Mycobacterium leprae,Mycoplasma pneumoniae, Myoglobin, Onchocerca volvulus, parainfluenzavirus, Plasmodium falciparum, poliovirus, Pseudomonas aeruginosa,respiratory syncytial virus, rickettsia (scrub typhus), Schistosomamansoni, Toxoplasma gondii, Trepenoma pallidium, Trypanosomacruzi/rangeli, vesicular stomatis virus, Wuchereria bancrofti, yellowfever virus); specific antigens (hepatitis B virus, HIV-1);succinylacetone; sulfadoxine; theophylline; thyrotropin (TSH); thyroxine(T4); thyroxine-binding globulin; trace elements; transferring;UDP-galactose-4-epimerase; urea; uroporphyrinogen I synthase; vitamin A;white blood cells; and zinc protoporphyrin. Salts, sugar, protein, fat,vitamins, and hormones naturally occurring in blood or interstitialfluids can also constitute analytes in certain embodiments. The analytecan be naturally present in the biological fluid, for example, ametabolic product, a hormone, an antigen, an antibody, and the like.Alternatively, the analyte can be introduced into the body, for example,a contrast agent for imaging, a radioisotope, a chemical agent, afluorocarbon-based synthetic blood, or a drug or pharmaceuticalcomposition, including but not limited to insulin; ethanol; cannabis(marijuana, tetrahydrocannabinol, hashish); inhalants (nitrous oxide,amyl nitrite, butyl nitrite, chlorohydrocarbons, hydrocarbons); cocaine(crack cocaine); stimulants (amphetamines, methamphetamines, Ritalin,Cylert, Preludin, Didrex, PreState, Voranil, Sandrex, Plegine);depressants (barbiturates, methaqualone, tranquilizers such as Valium,Librium, Miltown, Serax, Equanil, Tranxene); hallucinogens(phencyclidine, lysergic acid, mescaline, peyote, psilocybin); narcotics(heroin, codeine, morphine, opium, meperidine, Percocet, Percodan,Tussionex, Fentanyl, Darvon, Talwin, Lomotil); designer drugs (analogsof fentanyl, meperidine, amphetamines, methamphetamines, andphencyclidine, for example, Ecstasy); anabolic steroids; and nicotine.The metabolic products of drugs and pharmaceutical compositions are alsocontemplated analytes. Analytes such as neurochemicals and otherchemicals generated within the body can also be analyzed, such as, forexample, ascorbic acid, uric acid, dopamine, noradrenaline,3-methoxytyramine (3MT), 3,4-Dihydroxyphenylacetic acid (DOPAC),Homovanillic acid (HVA), 5-Hydroxytryptamine (5HT), and5-Hydroxyindoleacetic acid (FHIAA).

B. Alerts

In certain embodiments, one or more alerts are associated with a sensorelectronics module. For example, each alert may include one or morealert conditions that indicate when the respective alert has beentriggered. For example, a hypoglycemic alert may include alertconditions indicating a minimum glucose level. The alert conditions mayalso be based on transformed sensor data, such as trending data, and/orsensor data from multiple different sensors (e.g. an alert may be basedon sensor data from both a glucose sensor and a temperature sensor). Forexample, a hypoglycemic alert may include alert conditions indicating aminimum required trend in the host's glucose level that must be presentbefore triggering the alert. The term “trend,” as used herein refersgenerally to data indicating some attribute of data that is acquiredover time, e.g., such as calibrated or filtered data from a continuousglucose sensor. A trend may indicate amplitude, rate of change,acceleration, direction, etc., of data, such as sensor data, includingtransformed or raw sensor data.

In certain embodiments, each of the alerts is associated with one ormore actions that are to be performed in response to triggering of thealert. Alert actions may include, for example, activating an alarm, suchas displaying information on a display of the sensor electronics moduleor activating an audible or vibratory alarm coupled to the sensorelectronics module, and/or transmitting data to one or more displaydevices external to the sensor electronics module. For any deliveryaction that is associated with a triggered alert, one or more deliveryoptions define the content and/or format of the data to be transmitted,the device to which the data is to be transmitted, when the data is tobe transmitted, and/or a communication protocol for delivery of thedata.

In certain embodiments, multiple delivery actions (each havingrespective delivery options) may be associated with a single alert suchthat displayable sensor information having different content andformatting, for example, is transmitted to respective display devices inresponse to triggering of a single alert. For example, a mobiletelephone may receive a data package including minimal displayablesensor information (that may be formatted specifically for display onthe mobile telephone), while a desktop computer may receive a datapackage including most (or all) of the displayable sensor informationthat is generated by the sensor electronics module in response totriggering of a common alert. Advantageously, the sensor electronicsmodule is not tied to a single display device, rather it is configuredto communicate with a plurality of different display devices directly,systematically, simultaneously (e.g., via broadcasting), regularly,periodically, randomly, on-demand, in response to a query, based onalerts or alarms, and/or the like.

In some embodiments, clinical risk alerts are provided that includealert conditions that combine intelligent and dynamic estimativealgorithms that estimate present or predicted danger with greateraccuracy, more timeliness in pending danger, avoidance of false alarms,and less annoyance for the patient. In general, clinical risk alertsinclude dynamic and intelligent estimative algorithms based on analytevalue, rate of change, acceleration, clinical risk, statisticalprobabilities, known physiological constraints, and/or individualphysiological patterns, thereby providing more appropriate, clinicallysafe, and patient-friendly alarms. U.S. Patent Publication No.2007/0208246, which is incorporated herein by reference in its entirety,describes some systems and methods associated with the clinical riskalerts (or alarms) described herein. In some embodiments, clinical riskalerts can be triggered for a predetermined time period to allow for theuser to attend to his/her condition. Additionally, the clinical riskalerts can be de-activated when leaving a clinical risk zone so as notto annoy the patient by repeated clinical alarms (e.g., visual, audibleor vibratory), when the patient's condition is improving. In someembodiments, dynamic and intelligent estimation determines a possibilityof the patient avoiding clinical risk, based on the analyteconcentration, the rate of change, and other aspects of the dynamic andintelligent estimative algorithms. If there is minimal or no possibilityof avoiding the clinical risk, a clinical risk alert will be triggered.However, if there is a possibility of avoiding the clinical risk, thesystem is configured to wait a predetermined amount of time andre-analyze the possibility of avoiding the clinical risk. In someembodiments, when there is a possibility of avoiding the clinical risk,the system is further configured to provide targets, therapyrecommendations, or other information that can aid the patient inproactively avoiding the clinical risk.

In some embodiments, the sensor electronics module is configured tosearch for one or more display devices within communication range of thesensor electronics module and to wirelessly communicate sensorinformation (e.g., a data package including displayable sensorinformation, one or more alarm conditions, and/or other alarminformation) thereto. Accordingly, the display device is configured todisplay at least some of the sensor information and/or alarm the host(and/or care taker), wherein the alarm mechanism is located on thedisplay device.

In some embodiments, the sensor electronics module is configured toprovide one or a plurality of different alarms via the sensorelectronics module and/or via transmission of a data package indicatingan alarm should be initiated by one or a plurality of display devices(e.g., sequentially and/or simultaneously). In certain embodiments, thesensor electronics module merely provides a data field indicating thatan alarm conditions exists and the display device, upon reading the datafield indicating the existence of the alarm condition, may decide totrigger an alarm. In some embodiments, the sensor electronics moduledetermines which of the one or more alarms to trigger based on one ormore alerts that are triggered. For example, when an alert triggerindicates severe hypoglycemia, the sensor electronics module can performmultiple actions, such as activating an alarm on the sensor electronicsmodule, transmitting a data package to a monitoring device indicatingactivation of an alarm on the display, and transmitting a data packageas a text message to a care provider. As an example, a text message canappear on a custom monitoring device, cell phone, pager device, and/orthe like, including displayable sensor information that indicates thehost's condition (e.g., “severe hypoglycemia”).

In some embodiments, the sensor electronics module is configured to waita time period for the host to respond to a triggered alert (e.g., bypressing or selecting a snooze and/or off function and/or button on thesensor electronics module and/or a display device), after whichadditional alerts are triggered (e.g., in an escalating manner) untilone or more alerts are responded to. In some embodiments, the sensorelectronics module is configured to send control signals (e.g., a stopsignal) to a medical device associated with an alarm condition (e.g.,hypoglycemia), such as an insulin pump, wherein the stop alert triggersa stop of insulin delivery via the pump.

In some embodiments, the sensor electronics module is configured todirectly, systematically, simultaneously (e.g., via broadcasting),regularly, periodically, randomly, on-demand, in response to a query(from the display device), based on alerts or alarms, and/or the liketransmit alarm information. In some embodiments, the system furtherincludes a repeater such that the wireless communication distance of thesensor electronics module can be increased, for example, to 10, 20, 30,50 75, 100, 150, or 200 meters or more, wherein the repeater isconfigured to repeat a wireless communication from the sensorelectronics module to the display device located remotely from thesensor electronics module. A repeater can be useful to families havingchildren with diabetes. For example, to allow a parent to carry, orplace in a stationary position, a display device, such as in a largehouse wherein the parents sleep at a distance from the child.

C. Display Devices

In some embodiments, the sensor electronics module is configured tosearch for and/or attempt wireless communication with a display devicefrom a list of display devices. In some embodiments, the sensorelectronics module is configured to search for and/or attempt wirelesscommunication with a list of display devices in a predetermined and/orprogrammable order (e.g., grading and/or escalating), for example,wherein a failed attempt at communication with and/or alarming with afirst display device triggers an attempt at communication with and/oralarming with a second display device, and so on. In one exampleembodiment, the sensor electronics module is configured to search forand attempt to alarm a host or care provider sequentially using a listof display devices, such as: (1) a default display device or a customanalyte monitoring device; (2) a mobile phone via auditory and/or visualmethods, such as, text message to the host and/or care provider, voicemessage to the host and/or care provider, and/or 911); (3) a tablet; (4)a smart watch.

Depending on the embodiment, one or more display devices that receivedata packages from the sensor electronics module are “dummy displays”,wherein they display the displayable sensor information received fromthe sensor electronics module without additional processing (e.g.,prospective algorithmic processing necessary for real-time display ofsensor information). In some embodiments, the displayable sensorinformation comprises transformed sensor data that does not requireprocessing by the display device prior to display of the displayablesensor information. Some display devices may include software includingdisplay instructions (software programming comprising instructionsconfigured to display the displayable sensor information and optionallyquery the sensor electronics module to obtain the displayable sensorinformation) configured to enable display of the displayable sensorinformation thereon. In some embodiments, the display device isprogrammed with the display instructions at the manufacturer and caninclude security and/or authentication to avoid plagiarism of thedisplay device. In some embodiments, a display device is configured todisplay the displayable sensor information via a downloadable program(for example, a downloadable Java Script via the internet), such thatany display device that supports downloading of a program (for example,any display device that supports Java applets) therefore can beconfigured to display displayable sensor information (e.g., mobilephones, tablets, PDAs, PCs and the like).

In some embodiments, certain display devices may be in direct wirelesscommunication with the sensor electronics module, but intermediatenetwork hardware, firmware, and/or software can be included within thedirect wireless communication. In some embodiments, a repeater (e.g., aBluetooth repeater) can be used to re-transmit the transmitteddisplayable sensor information to a location farther away than theimmediate range of the telemetry module of the sensor electronicsmodule, wherein the repeater enables direct wireless communication whensubstantive processing of the displayable sensor information does notoccur. In some embodiments, a receiver (e.g., Bluetooth receiver) can beused to re-transmit the transmitted displayable sensor information,possibly in a different format, such as in a text message onto a TVscreen, wherein the receiver enables direct wireless communication whensubstantive processing of the sensor information does not occur. Incertain embodiments, the sensor electronics module directly wirelesslytransmits displayable sensor information to one or a plurality ofdisplay devices, such that the displayable sensor informationtransmitted from the sensor electronics module is received by thedisplay device without intermediate processing of the displayable sensorinformation.

In certain embodiments, one or more display devices include built-inauthentication mechanisms, wherein authentication is required forcommunication between the sensor electronics module and the displaydevice. In some embodiments, to authenticate the data communicationbetween the sensor electronics module and display devices, achallenge-response protocol, such as key authentication is provided,where the challenge is a request for the key or a hash or other valuebased on or derived from the key, and the valid response is the correctkey or a hash or other value based on or derived from the key, such thatpairing of the sensor electronics module with the display devices can beaccomplished by the user and/or manufacturer via the key. This may bereferred to in some cases as two-way authentication. The key may be asoftware or hardware level key. Additionally, the key may be a password(e.g., randomly generated or set by a user or other entity), and/or maybe derived from uniquely identifying features (e.g., finger print orretinal information) or information, etc.

In some embodiments, one or more display devices are configured to querythe sensor electronics module for displayable sensor information,wherein the display device acts as a master device requesting sensorinformation from the sensor electronics module (e.g., a slave device)on-demand, for example, in response to a query. Although in some casesthe display device acts as a master and the sensor electronics moduleacts as a slave, in other cases, these roles may be reversed. Forexample, the roles can reverse depending on the nature of thecommunication and so on. In some embodiments, the sensor electronicsmodule is configured for periodic, systematic, regular, and/or periodictransmission of sensor information to one or more display devices (forexample, every 1, 2, 5, or 10 minutes or more). In some embodiments, thesensor electronics module is configured to transmit data packagesassociated with a triggered alert (e.g., triggered by one or more alertconditions). However, any combination of the above described statuses ofdata transmission can be implemented with any combination of pairedsensor electronics module and display device(s). For example, one ormore display devices can be configured for querying the sensorelectronics module database and for receiving alarm informationtriggered by one or more alarm conditions being met. Additionally, thesensor electronics module can be configured for periodic transmission ofsensor information to one or more display devices (the same or differentdisplay devices as described in the previous example), whereby a systemcan include display devices that function differently with regard to howsensor information is obtained.

In some embodiments, a display device is configured to query the datastorage memory in the sensor electronics module for certain types ofdata content, including direct queries into a database in the sensorelectronics module's memory and/or requests for configured orconfigurable packages of data content therefrom; namely, the data storedin the sensor electronics module is configurable, queryable,predetermined, and/or pre-packaged, based on the display device withwhich the sensor electronics module is communicating. In some additionalor alternative embodiments, the sensor electronics module generates thedisplayable sensor information based on its knowledge of which displaydevice is to receive a particular transmission. Additionally, somedisplay devices are capable of obtaining calibration information andwirelessly transmitting the calibration information to the sensorelectronics module, such as through manual entry of the calibrationinformation, automatic delivery of the calibration information, and/oran integral reference analyte monitor incorporated into the displaydevice. U.S. Patent Publication Nos. 2006/0222566, 2007/0203966,2007/0208245, and 2005/0154271, all of which are incorporated herein byreference in their entirety, describe systems and methods for providingan integral reference analyte monitor incorporated into a display deviceand/or other calibration methods that can be implemented withembodiments disclosed herein.

In general, a plurality of display devices (e.g., a custom analytemonitoring device (which may also be referred to as an analyte displaydevice), a mobile phone, a tablet, a smart watch, a reference analytemonitor, a drug delivery device, a medical device and a personalcomputer) may be configured to wirelessly communicate with the sensorelectronics module. The plurality of display devices may be configuredto display at least some of the displayable sensor informationwirelessly communicated from the sensor electronics module. Thedisplayable sensor information may include sensor data, such as raw dataand/or transformed sensor data, such as analyte concentration values,rate of change information, trend information, alert information, sensordiagnostic information and/or calibration information, for example.

D. Continuous Sensor

With reference to FIG. 1A, in some embodiments, analyte sensor 10includes a continuous glucose sensor, for example, a subcutaneous,transdermal (e.g., transcutaneous), or intravascular device. In someembodiments, such a sensor or device can analyze a plurality ofintermittent blood samples. The glucose sensor can use any method ofglucose-measurement, including enzymatic, chemical, physical,electrochemical, spectrophotometric, polarimetric, calorimetric,iontophoretic, radiometric, immunochemical, and the like.

A glucose sensor can use any known method, including invasive, minimallyinvasive, and non-invasive sensing techniques (e.g., fluorescentmonitoring), to provide a data stream indicative of the concentration ofglucose in a host. The data stream is typically a raw data signal, whichis converted into a calibrated and/or filtered data stream that is usedto provide a useful value of glucose to a user, such as a patient or acaretaker (e.g., a parent, a relative, a guardian, a teacher, a doctor,a nurse, or any other individual that has an interest in the wellbeingof the host).

A glucose sensor can be any device capable of measuring theconcentration of glucose. According to one example embodiment describedbelow, an implantable glucose sensor may be used. However, it should beunderstood that the devices and methods described herein can be appliedto any device capable of detecting a concentration of glucose andproviding an output signal that represents the concentration of glucose(e.g., as a form of analyte data).

In certain embodiments, analyte sensor 10 is an implantable glucosesensor, such as described with reference to U.S. Pat. No. 6,001,067 andU.S. Patent Publication No. US-2005-0027463-A1. In embodiments, analytesensor 10 is a transcutaneous glucose sensor, such as described withreference to U.S. Patent Publication No. US-2006-0020187-A1. Inembodiments, analyte sensor 10 is configured to be implanted in a hostvessel or extracorporeally, such as is described in U.S. PatentPublication No. US-2007-0027385-A1, co-pending U.S. Patent PublicationNo. US-2008-0119703-A1 filed Oct. 4, 2006, U.S. Patent Publication No.US-2008-0108942-A1 filed on Mar. 26, 2007, and U.S. Patent ApplicationNo. US-2007-0197890-A1 filed on Feb. 14, 2007. In embodiments, thecontinuous glucose sensor includes a transcutaneous sensor such asdescribed in U.S. Pat. No. 6,565,509 to Say et al., for example. Inembodiments, analyte sensor 10 is a continuous glucose sensor thatincludes a subcutaneous sensor such as described with reference to U.S.Pat. No. 6,579,690 to Bonnecaze et al. or U.S. Pat. No. 6,484,046 to Sayet al., for example. In embodiments, the continuous glucose sensorincludes a refillable subcutaneous sensor such as described withreference to U.S. Pat. No. 6,512,939 to Colvin et al., for example. Thecontinuous glucose sensor may include an intravascular sensor such asdescribed with reference to U.S. Pat. No. 6,477,395 to Schulman et al.,for example. The continuous glucose sensor may include an intravascularsensor such as described with reference to U.S. Pat. No. 6,424,847 toMastrototaro et al., for example.

FIGS. 2A and 2B are perspective and side views of enclosure 200 that maybe used in connection with implementing embodiments of analyte sensorsystem 8, according certain aspects of the present disclosure. Enclosure200 includes mounting unit 214 and sensor electronics module 12 attachedthereto in certain embodiments. Enclosure 200 is shown in a functionalposition, including mounting unit 214 and sensor electronics module 12matingly engaged therein. In some embodiments, mounting unit 214, alsoreferred to as a housing or sensor pod, includes base 234 adapted forfastening to a host's or user's skin. Base 234 can be formed from avariety of hard or soft materials, and can include a low profile forminimizing protrusion of the device from the host during use. In someembodiments, base 234 is formed at least partially from a flexiblematerial, which may provide numerous advantages over othertranscutaneous sensors, which, unfortunately, can suffer frommotion-related artifacts associated with the host's movement when thehost is using the device. Mounting unit 214 and/or sensor electronicsmodule 12 can be located over the sensor insertion site to protect thesite and/or provide a minimal footprint (utilization of surface area ofthe host's skin).

In some embodiments, a detachable connection between mounting unit 214and sensor electronics module 12 is provided, which enables improvedmanufacturability, namely, the potentially relatively inexpensivemounting unit 214 can be disposed of when refurbishing or maintaininganalyte sensor system 8, while the relatively more expensive sensorelectronics module 12 can be reusable with multiple sensor systems. Insome embodiments, sensor electronics module 12 is configured with signalprocessing (programming), for example, configured to filter, calibrate,and/or execute other algorithms useful for calibration and/or display ofsensor information. However, an integral (non-detachable) sensorelectronics module can be configured.

In some embodiments, contacts 238 are mounted on or in a subassemblyhereinafter referred to as contact subassembly 236 configured to fitwithin base 234 of mounting unit 214 and hinge 248 that allows contactsubassembly 236 to pivot between a first position (for insertion) and asecond position (for use) relative to mounting unit 214. The term“hinge” as used herein is a broad term and is used in its ordinarysense, including, without limitation, to refer to any of a variety ofpivoting, articulating, and/or hinging mechanisms, such as an adhesivehinge, a sliding joint, and the like; the term hinge does notnecessarily imply a fulcrum or fixed point about which the articulationoccurs. In some embodiments, contacts 238 are formed from a conductiveelastomeric material, such as a carbon black elastomer, through whichsensor 10 extends.

With further reference to FIGS. 2A and 2B, in certain embodiments,mounting unit 214 is provided with adhesive pad 208, disposed on themounting unit's back surface and includes a releasable backing layer.Thus, removing the backing layer and pressing at last a portion of base234 of mounting unit 214 onto the host's skin adheres mounting unit 214to the host's skin. Additionally or alternatively, an adhesive pad canbe placed over some or all of analyte sensor system 8 and/or sensor 10after sensor insertion is complete to ensure adhesion, and optionally toensure an airtight seal or watertight seal around the wound exit-site(or sensor insertion site) (not shown). Appropriate adhesive pads can bechosen and designed to stretch, elongate, conform to, and/or aerate theregion (e.g., host's skin). The embodiments described with reference toFIGS. 2A and 2B are described in more detail with reference to U.S. Pat.No. 7,310,544, which is incorporated herein by reference in itsentirety. Configurations and arrangements can provide water resistant,waterproof, and/or hermetically sealed properties associated with themounting unit/sensor electronics module embodiments described herein.

Various methods and devices that are suitable for use in conjunctionwith aspects of some embodiments are disclosed in U.S. PatentPublication No. US-2009-0240120-A1, which is incorporated herein byreference in its entirety for all purposes.

E. Example Configurations

Referring again to FIG. 1A, system 100 that may be used in connectionwith implementing aspects of an analyte sensor system is depicted. Insome cases, system 100 may be used to implement various systemsdescribed herein. System 100 in embodiments includes analyte sensorsystem 8 and display devices 110, 120, 130, and 140, according tocertain aspects of the present disclosure. Analyte sensor system 8 inthe illustrated embodiment includes sensor electronics module 12 andcontinuous analyte sensor 10 associated with the sensor electronicsmodule 12. Sensor electronics module 12 may be in wireless communication(e.g., directly or indirectly) with one or more of display devices 110,120, 130, and 140. In embodiments, system 100 also includes medicaldevice 136 and server system 134. Sensor electronics module 12 may alsobe in wireless communication (e.g., directly or indirectly) with medicaldevice 136 and/or server system 134. Likewise, in some examples, displaydevices 110-140 may also be in wireless communication (e.g., directly orindirectly) with medical devices 136 and/or server system 134. Variouscouplings shown in FIG. 1A can be facilitated with wireless access point138, as also mentioned below.

In certain embodiments, sensor electronics module 12 includes electroniccircuitry associated with measuring and processing the continuousanalyte sensor data, including prospective algorithms associated withprocessing and calibration of the sensor data. Sensor electronics module12 can be physically connected to continuous analyte sensor 10 and canbe integral with (non-releasably attached to) or releasably attachableto continuous analyte sensor 10. Sensor electronics module 12 mayinclude hardware, firmware, and/or software that enables measurement oflevels of the analyte via a glucose sensor. For example, sensorelectronics module 12 can include a potentiostat, a power source forproviding power to the sensor, other components useful for signalprocessing and data storage, and a telemetry module for transmittingdata from the sensor electronics module to one or more display devices.Electronics can be affixed to a printed circuit board (PCB), or thelike, and can take a variety of forms. For example, the electronics cantake the form of an integrated circuit (IC), such as anApplication-Specific Integrated Circuit (ASIC), a microcontroller,and/or a processor.

Sensor electronics module 12 may include sensor electronics that areconfigured to process sensor information, such as sensor data, andgenerate transformed sensor data and displayable sensor information.Examples of systems and methods for processing sensor analyte data aredescribed in more detail herein and in U.S. Pat. Nos. 7,310,544 and6,931,327 and U.S. Patent Publication Nos. 2005/0043598, 2007/0032706,2007/0016381, 2008/0033254, 2005/0203360, 2005/0154271, 2005/0192557,2006/0222566, 2007/0203966 and 2007/0208245, all of which areincorporated herein by reference in their entirety for all purposes.

Referring again to FIG. 1A, display devices 110, 120, 130, and/or 140are configured for displaying (and/or alarming) the displayable sensorinformation that may be transmitted by sensor electronics module 12(e.g., in a customized data package that is transmitted to the displaydevices based on their respective preferences). Each of display devices110, 120, 130, or 140 can include a display such as a touchscreendisplay 112, 122, 132, /or 142 for displaying sensor information and/oranalyte data to a user and/or receiving inputs from the user. Forexample, a graphical user interface may be presented to the user forsuch purposes. In some embodiments, the display devices may includeother types of user interfaces such as voice user interface instead ofor in addition to a touchscreen display for communicating sensorinformation to the user of the display device and/or receiving userinputs. In some embodiments, one, some, or all of the display devices isconfigured to display or otherwise communicate the sensor information asit is communicated from the sensor electronics module (e.g., in a datapackage that is transmitted to respective display devices), without anyadditional prospective processing required for calibration and real-timedisplay of the sensor data.

Medical device 136 may be a passive device in example embodiments of thedisclosure. For example medical device 136 may be an insulin pump foradministering insulin to a user, as shown in FIG. 1B. For a variety ofreasons, it may be desirable for such an insulin pump to receive andtrack glucose values transmitted from analyte sensor system 8. Onereason is to provide the insulin pump a capability to suspend/activateinsulin administration based on a glucose value being below/above athreshold value. One solution that allows a passive device (e.g.,medical device 136) to receive analyte data (e.g., glucose values)without being bonded to analyte sensor system 8 is to include theanalyte data in the advertisement messages transmitted from analytesensor system 8. The data included in the advertisement messages can beencoded so that only a device that has the identification informationassociated with analyte sensor system 8 can decode the analyte data.Medical device 136 may include input/output portion 136 a, in which, forexample, glucose and other values may be displayed and input may bereceived via buttons, wireless connection, or other mechanisms. Medicaldevice 136 may also include attachment portion 136 b that interfaceswith the user to, for example, administrate insulin responsive to theinput received at input/output portion 136 a. In some cases, attachmentportion 136 b may provide sensory alerts or other notifications to theuser based on, for example, the input received and/or values calculatedat input/output portion 136 a.

With further reference to FIG. 1A, the plurality of display devices mayinclude a custom display device specially designed for displayingcertain types of displayable sensor information associated with analytedata received from sensor electronics module 12 (e.g., a numerical valueand an arrow, in some embodiments). Analyte display device 110 is anexample of such a custom device. In some embodiments, one of theplurality of display devices is smartphone, such as mobile phone 120based on an Android, iOS or other operating system, and configured todisplay a graphical representation of the continuous sensor data (e.g.,including current and historic data). Other display devices can includeother hand-held devices, such as tablet 130, smart watch 140, medicaldevice 136 (e.g., an insulin delivery device or a blood glucose meter),and/or a desktop or laptop computer.

Because different display devices provide different user interfaces,content of the data packages (e.g., amount, format, and/or type of datato be displayed, alarms, and the like) can be customized (e.g.,programmed differently by the manufacture and/or by an end user) foreach particular display device. Accordingly, in the embodiment of FIG.1A, a plurality of different display devices can be in direct wirelesscommunication with a sensor electronics module (e.g., such as an on-skinsensor electronics module 12 that is physically connected to thecontinuous analyte sensor 10) during a sensor session to enable aplurality of different types and/or levels of display and/orfunctionality associated with the displayable sensor information, whichis described in more detail elsewhere herein.

As further illustrated in FIG. 1A, system 100 may also include wirelessaccess point (WAP) 138 that may be used to couple one or more of analytesensor system 8, the plurality display devices, server system 134, andmedical device 136 to one another. For example, WAP 138 may provide WiFiand/or cellular connectivity within system 100. Near Field Communication(NFC) may also be used among devices of system 100. Server system 134may be used to collect analyte data from analyte sensor system 8 and/orthe plurality of display devices, for example, to perform analyticsthereon, generate universal or individualized models for glucose levelsand profiles, and so on.

Referring now to FIG. 3A, system 300 is depicted. System 300 may be usedin connection with implementing embodiments of the disclosed systems,methods, and devices. By way of example, the various below-describedcomponents of FIG. 3A may be used to provide wireless communication ofglucose data, for example between an analyte sensor system and aplurality of display devices, medical devices, servers and so on.

As shown in FIG. 3A, system 100 may include analyte sensor system 308and one or more display devices 310. Additionally, in the illustratedembodiment, system 300 includes server system 334, which in turnincludes server 334 a coupled to processor 334 c and storage 334 b.Analyte sensor system 308 may be coupled to display devices 310 and/orserver system 334 via communication medium 305. Many details of theprocessing, gathering, and exchanging data by analyte sensor system 308and/or display device 310 etc. are provided, for example, with referenceto FIG. 6 , below.

As will be described in detail herein, analyte sensor system 308 anddisplay devices 310 may exchange messaging via communication medium 305,and communication medium 305 may also be used to deliver analyte data todisplay devices 310 and/or server system 334. As alluded to above,display devices 310 may include a variety of electronic computingdevices, such as, for example, a smartphone, tablet, laptop, wearabledevice, etc. Display devices 310 may also include analyte display device110 and medical device 136. Here, it will be noted that a GUI of displaydevice 310 may perform such functions as accepting user input anddisplaying menus as well as information derived from analyte data. TheGUI may be provided by various operating systems known in the art, suchas, for example, iOS, Android, Windows Mobile, Windows, Mac OS, ChromeOS, Linux, Unix, a gaming platform OS (e.g., Xbox, PlayStation, Wii),etc. In various embodiments, communication medium 305 may be based onone or more wireless communication protocols such as Bluetooth,Bluetooth Low Energy (BLE), ZigBee, WiFi, 802.11 protocols, Infrared(IR), Radio Frequency (RF), 2G, 3G, 4G, etc., and/or wired protocols andmedia.

In various embodiments, the elements of system 300 may be used toperform various processes described herein and/or may be used to executevarious operations described herein with regard to one or more disclosedsystems and methods. Upon studying the present disclosure, one of skillin the art will appreciate that system 300 may include multiple analytesensor systems, communication media 305, and/or server systems 334.

As mentioned, communication medium 305 may be used to connect orcommunicatively couple analyte sensor system 308, display devices 310,and/or server system 334 to one another or to a network, andcommunication medium 305 may be implemented in a variety of forms. Forexample, communication medium 305 may include an Internet connection,such as a local area network (LAN), a wide area network (WAN), a fiberoptic network, internet over power lines, a hard-wired connection (e.g.,a bus), and the like, or any other kind of network connection.Communication medium 305 may be implemented using any combination ofrouters, cables, modems, switches, fiber optics, wires, radio (e.g.,microwave/RF links), and the like. Further, communication medium 305 maybe implemented using various wireless standards, such as Bluetooth®,BLE, Wi-Fi, 3GPP standards (e.g., 2G GSM/GPRS/EDGE, 3G UMTS/CDMA2000, or4G LTE/LTE-U), etc. Upon reading the present disclosure, one of skill inthe art will recognize other ways to implement communication medium 305for communications purposes.

Server 334 a may receive, collect, or monitor information, includinganalyte data and related information, from analyte sensor system 308and/or display device 310, such as input responsive to the analyte dataor input received in connection with an analyte monitoring applicationrunning on analyte sensor system or display device 310. In such cases,server 334 a may be configured to receive such information viacommunication medium 305. This information may be stored in storage 334b and may be processed by processor 334 c. For example, processor 334 cmay include an analytics engine capable of performing analytics oninformation that server 334 a has collected, received, etc. viacommunication medium 305. In embodiments, server 334 a, storage 334 b,and/or processor 334 c may be implemented as a distributed computingnetwork, such as a Hadoop® network, or as a relational database or thelike.

Server 334 a may include, for example, an Internet server, a router, adesktop or laptop computer, a smartphone, a tablet, a processor, amodule, or the like, and may be implemented in various forms, including,for example, an integrated circuit or collection thereof, a printedcircuit board or collection thereof, or in a discretehousing/package/rack or multiple of the same. In embodiments, server 334a at least partially directs communications made over communicationmedium 305. Such communications include the delivery and/or messaging(e.g., advertisement, command, or other messaging) and analyte data. Forexample, server 334 a may process and exchange messages between analytesensor system 308 and display devices 310 related to frequency bands,timing of transmissions, security, alarms, and so on. Server 334 a mayupdate information stored on analyte sensor system 308 and/or displaydevices 310, for example, by delivering applications thereto. Server 334a may send/receive information to/from analyte sensor system 308 and/ordisplay devices 310 in real time or sporadically. Further, server 334 amay implement cloud computing capabilities for analyte sensor system 308and/or display devices 310.

FIG. 3B depicts system 302, which includes examples of additionalaspects of the present disclosure that may be used in connectionimplementing an analyte sensor system. Many details of the processing,gathering, and exchanging data by analyte sensor system 308 and/ordisplay device 310 etc. are provided, for example, with reference toFIG. 6 , below. As illustrated in FIG. 3B, system 302 may includeanalyte sensor system 308. As shown, analyte sensor system 308 mayinclude analyte sensor 375 (e.g., which may also be designated with thenumeral 10 in FIG. 1A) coupled to sensor measurement circuitry 370 forprocessing and managing sensor data. Sensor measurement circuitry 370may be coupled to processor/microprocessor 380 (e.g., which may be partof item 12 in FIG. 1A). In some embodiments, processor 380 may performpart or all of the functions of the sensor measurement circuitry 370 forobtaining and processing sensor measurement values from sensor 375.Processor 380 may be further coupled to a radio unit or transceiver 320(e.g., which may be part of item 12 in FIG. 1A) for sending sensor dataand receiving requests and commands from an external device, such asdisplay device 310, which may be used to display or otherwise providethe sensor data (or analyte data) to a user. As used herein, the terms“radio unit” and “transceiver” are used interchangeably and generallyrefer to a device that can wirelessly transmit and receive data. Analytesensor system 308 may further include storage 365 (e.g., which may bepart of item 12 in FIG. 1A) and real time clock (RTC) 380 (e.g., whichmay be part of item 12 in FIG. 1A) for storing and tracking sensor data.

As alluded to above, wireless communication protocols may be used totransmit and receive data between analyte sensor system 308 and thedisplay device 310 via communication medium 305. Such wireless protocolsmay be designed for use in a wireless network that is optimized forperiodic and small data transmissions (that may be transmitted at lowrates if necessary) to and from multiple devices in a close range (e.g.,a personal area network (PAN)). For example, one such protocol may beoptimized for periodic data transfers where transceivers may beconfigured to transmit data for short intervals and then enter low powermodes for long intervals. The protocol may have low overheadrequirements both for normal data transmissions and for initiallysetting up communication channels (e.g., by reducing overhead) to reducepower consumption. In some embodiments, burst broadcasting schemes(e.g., one way communication) may be used. This may eliminate overheadrequired for acknowledgement signals and allow for periodictransmissions that consume little power. In other embodiments, passiveor active proximity-based protocols may be employed to reduce overhead(e.g., overhead associated with typical pairing operations) and/orincrease security, with NFC being one specific example.

The protocols may further be configured to establish communicationchannels with multiple devices while implementing interference avoidanceschemes. In some embodiments, the protocol may make use of adaptiveisochronous network topologies that define various time slots andfrequency bands for communication with several devices. The protocol maythus modify transmission windows and frequencies in response tointerference and to support communication with multiple devices.Accordingly, the wireless protocol may use time and frequency divisionmultiplexing (TDMA) based schemes. The wireless protocol may also employdirect sequence spread spectrum (DSSS) and frequency-hopping spreadspectrum schemes. Various network topologies may be used to supportshort-distance and/or low-power wireless communication such aspeer-to-peer, start, tree, or mesh network topologies such as WiFi,Bluetooth and Bluetooth Low Energy (BLE). The wireless protocol mayoperate in various frequency bands such as an open ISM band such as 2.4GHz. Furthermore, to reduce power usage, the wireless protocol mayadaptively configure data rates according to power consumption.

With further reference to FIG. 3B, system 302 may include display device310 communicatively coupled to analyte sensor system 308 viacommunication medium 305. In the illustrated embodiment, display device310 includes connectivity interface 315 (which in turn includestransceiver 320), storage 325 (which in turn stores analyte sensorapplication 330 and/or additional applications),processor/microprocessor 335, graphical user interface (GUI) 340 thatmay be presented using display 345 of display device 310, and real timeclock (RTC) 350. A bus (not shown here) may be used to interconnect thevarious elements of display device 310 and transfer data between theseelements.

Display device 310 may be used for alerting and providing sensorinformation or analyte data to a user, and may include aprocessor/microprocessor 335 for processing and managing sensor data.Display device 310 may include display 345, storage 325, analyte sensorapplication 330, and real time clock 350 for displaying, storing, andtracking sensor data. Display device 310 may further include a radiounit or transceiver 320 coupled to other elements of display device 310via connectivity interface 315 and/or a bus. Transceiver 320 may be usedfor receiving sensor data and for sending requests, instructions, and/ordata to analyte sensor system 308. Transceiver 320 may further employ acommunication protocol. Storage 325 may also be used for storing anoperating system for display device 310 and/or a custom (e.g.,proprietary) application designed for wireless data communicationbetween a transceiver and display device 310. Storage 325 may be asingle memory device or multiple memory devices and may be a volatile ornon-volatile memory for storing data and/or instructions for softwareprograms and applications. The instructions may be executed by processor335 to control and manage transceiver 320.

In some embodiments, when a standardized communication protocol is used,commercially available transceiver circuits may be utilized thatincorporate processing circuitry to handle low level data communicationfunctions such as the management of data encoding, transmissionfrequencies, handshake protocols, and the like. In these embodiments,processor 335, 380 does not need to manage these activities, but ratherprovides desired data values for transmission, and manages high levelfunctions such as power up or down, set a rate at which messages aretransmitted, and the like. Instructions and data values for performingthese high level functions can be provided to the transceiver circuitsvia a data bus and transfer protocol established by the manufacturer ofthe transceiver 320, 360.

Components of analyte sensor system 308 may require replacementperiodically. For example, analyte sensor system 308 may include animplantable sensor 375 that may be attached to a sensor electronicsmodule that includes sensor measurement circuitry 370, processor 380,storage 365, and transceiver 360, and a battery (not shown). Sensor 375may require periodic replacement (e.g., every 7 to 30 days). The sensorelectronics module may be configured to be powered and active for muchlonger than sensor 375 (e.g., for three to six months or more) until thebattery needs replacement. Replacing these components may be difficultand require the assistance of trained personnel. Reducing the need toreplace such components, particularly the battery, significantlyimproves the convenience and cost of using analyte sensor system 308,including to the user. In some embodiments, when a sensor electronicmodule is used for the first time (or reactivated once a battery hasbeen replaced in some cases), it may be connected to sensor 375 and asensor session may be established. As will be further described below,there may be a process for initially establishing communication betweendisplay device 310 and the sensor electronics module when the module isfirst used or re-activated (e.g., the battery is replaced). Once displaydevice 310 and sensor electronics module have established communication,display device 310 and the sensor electronics module may periodicallyand/or continuously be in communication over the life of several sensors375 until, for example, the battery needs to be replaced. Each timesensor 375 is replaced, a new sensor session may be established. The newsensor session may be initiated through a process completed usingdisplay device 310 and the process may be triggered by notifications ofa new sensor via the communication between the sensor electronics moduleand display device 310 that may be persistent across sensor sessions.

Analyte sensor system 308 in example implementations gathers analytedata from sensor 375 and transmits the same to display device 310. Datapoints regarding analyte values may be gathered and transmitted over thelife of sensor 375 (e.g., in the range of 1 to 30 days or more). Newmeasurements may be transmitted often enough to adequately monitorglucose levels. Rather than having the transmission and receivingcircuitry of each of analyte sensor system 308 and display device 310continuously communicating, analyte sensor system 308 and display device310 may regularly and/or periodically establish a communication channelbetween them. Thus, analyte sensor system 308 can in some casescommunicate via wireless transmission with display device 310 (e.g., ahand—held computing device, medical device, or proprietary device) atpredetermined time intervals. The duration of the predetermined timeinterval can be selected to be long enough so that analyte sensor system308 does not consume too much power by transmitting data more frequentlythan needed, yet frequent enough to provide substantially real-timesensor information (e.g., measured glucose values or analyte data) todisplay device 310 for output (e.g., via display 345) to a user. Whilethe predetermined time interval is every five minutes in someembodiments, it is appreciated that this time interval can be varied tobe any desired length of time.

With continued reference to FIG. 3B, as shown, connectivity interface315 interfaces display device 310 to communication medium 305, such thatdisplay device 310 may be communicatively coupled to analyte sensorsystem 308 via communication medium 305. Transceiver 320 of connectivityinterface 315 may include multiple transceiver modules operable ondifferent wireless standards. Transceiver 320 may be used to receiveanalyte data and associated commands and messages from analyte sensorsystem 308. Additionally, connectivity interface 315 may in some casesinclude additional components for controlling radio and/or wiredconnections, such as baseband and/or Ethernet modems, audio/videocodecs, and so on.

Storage 325 may include volatile memory (e.g. RAM) and/or non-volatilememory (e.g. flash storage), may include any of EPROM, EEPROM, cache, ormay include some combination/variation thereof. In various embodiments,storage 325 may store user input data and/or other data collected bydisplay device 310 (e.g., input from other users gathered via analytesensor application 330). Storage 325 may also be used to store volumesof analyte data received from analyte sensor system 308 for laterretrieval and use, e.g., for determining trends and triggering alerts.Additionally, storage 325 may store analyte sensor application 330 that,when executed using processor 335, for example, receives input (e.g., bya conventional hard/soft key or a touch screen, voice detection, orother input mechanism), and allows a user to interact with the analytedata and related content via GUI 340, as will be described in furtherdetail herein.

In various embodiments, a user may interact with analyte sensorapplication 330 via GUI 340, which may be provided by display 345 ofdisplay device 310. By way of example, display 345 may be a touchscreendisplay that accepts various hand gestures as inputs. Application 330may process and/or present analyte-related data received by displaydevice 310, according to various operations described herein, andpresent such data via display 345. Additionally, application 330 may beused to obtain, access, display, control, and/or interface with analytedata and related messaging and processes associated with analyte sensorsystem 308, as is described in further detail herein.

Application 330 may be downloaded, installed, and initiallyconfigured/setup on display device 310. For example, display device 310may obtain application 330 from server system 334, or from anothersource accessed via a communication medium (e.g., communication medium305), such as an application store or the like. Following installationand setup, application 330 may be used to access and/or interface withanalyte data (e.g., whether stored on server system 334, locally fromstorage 325, or from analyte sensor system 308). By way of illustration,application 330 may present a menu that includes various controls orcommands that may be executed in connection with the operating ofanalyte sensor system 308 and one or more display devices 310.Application 330 may also be used to interface with or control otherdisplay devices 310, for example, to deliver or make available theretoanalyte data, including for example by receiving/sending analyte datadirectly to the other display device 310 and/or by sending aninstruction for analyte sensor system 308 and the other display device310 to be connected, etc., as will be described herein. Additionally,application 330 in some implementations may interact with one or moreadditional applications supported by display device 310, for example toretrieve or supply relevant data. Such applications may include, by wayof example, fitness/lifestyle monitoring applications, social mediaapplications, and so on.

Analyte sensor application 330 may include various code/functionalmodules, such as, for example, a display module, a menu module, a listmodule, and so on as will become clear in light of the description ofvarious functionalities herein (e.g., in connection with disclosedmethods). These modules may be implemented separately or in combination.Each module may include computer-readable media and havecomputer-executable code stored thereon, such that the code may beoperatively coupled to and/or executed by processor 335 (which, e.g.,may include a circuitry for such execution) to perform specificfunctions (e.g., as described herein with regard to various operationsand flow charts etc.) with respect to interfacing with analyte data andperforming tasks related thereto. As will be further described below, adisplay module may present (e.g., via display 345) various screens to auser, with the screens containing graphical representations ofinformation provided by application 330. In further embodiments,application 330 may be used to display to the user an environment forviewing and interacting with various display devices that may beconnectable to analyte sensor system 308, as well as with analyte sensorsystem 308 itself. Sensor application 330 may include a nativeapplication modified with a software design kit (e.g., depending on theoperating system) in order to carry out the functionalities/featuresdescribed herein.

Referring again to FIG. 3B, display device 310 also includesprocessor/microcontroller 335. Processor 335 may include processorsub-modules, including, by way of example, an applications processorthat interfaces with and/or controls other elements of display device310 (e.g., connectivity interface 315, application 330, GUI 340, display345, RTC 350, etc.). Processor 335 may include a controller and/ormicrocontroller that provides various controls (e.g., interfaces withbuttons and switches) related to device management, such as, forexample, lists of available or previously paired devices, informationrelated to measurement values, information related to network conditions(e.g., link quality and the like), information related to the timing,type, and/or structure of messaging exchanged between analyte sensorsystem 308 and display device 310, and so on. Additionally, thecontroller may include various controls related to the gathering of userinput, such as, for example, a user's finger print (e.g., to authorizethe user's access to data or to be used for authorization/encryption ofdata, including analyte data), as well as analyte data.

Processor 335 may include circuitry such as logic circuits, memory, abattery and power circuitry, and other circuitry drivers for peripherycomponents and audio components. Processor 335 and any sub-processorsthereof may include logic circuits for receiving, processing, and/orstoring data received and/or input to display device 310, and data to betransmitted or delivered by display device 310. Processor 335 may becoupled by a bus to display 345 as well as connectivity interface 315and storage 325 (including application 330). Hence, processor 335 mayreceive and process electrical signals generated by these respectiveelements and thus perform various functions. By way of example,processor 335 may access stored content from storage 325 at thedirection of application 330, and process the stored content for displayand/or output by display 345. Additionally, processor 335 may processthe stored content for transmission via connectivity interface 315 andcommunication medium 305 to other display devices 310, analyte sensorsystem 308, or server system 334. Display device 310 may include otherperipheral components not shown in detail in FIG. 3B.

In further embodiments, processor 335 may further obtain, detect,calculate, and/or store data input by a user via display 345 or GUI 340,or data received from analyte sensor system 308 (e.g., analyte sensordata or related messaging), over a period of time. Processor 335 may usethis input to gauge the user's physical and/or mental response to thedata and/or other factors (e.g., time of day, location, etc.). Invarious embodiments, the user's response or other factors may indicatepreferences with respect to the use of certain display devices 310 undercertain conditions, and/or the use of certain connection/transmissionschemes under various conditions, as will be described in further detailherein.

It should be noted at this juncture that like-named elements as betweendisplay device 310 and analyte sensor system 308 may include similarfeatures, structures, and/or capabilities. Therefore, with respect tosuch elements, the description of display device 310 above may in somecases be applied to analyte sensor system 308.

Turning now to FIG. 3C, system 304 is depicted in accordance withembodiments of the present disclosure. As shown, system 304 includesanalyte sensor system 308 communicatively coupled display devices 310 a,310 b via communication medium 305 a. Display device 310 a is alsocommunicatively coupled to display device 310 b via communication medium305 b. By way of example, FIG. 3C illustrates that in exampleimplementations of the disclosure, display device 310 a may connect toanalyte sensor system 308 using a first connection scheme and a firstwireless protocol (e.g., BLE). In turn, display device 310 a may alsoconnect to display device 310 b using a second connection scheme and asecond wireless protocol (e.g., Wi-Fi, NFC, etc.). In embodiments, theconnection between display device 310 a and analyte sensor system 308may subsequently be closed, and display device 310 b may establish aconnection with analyte sensor system 308 while maintaining theconnection with display device 310 a. Further, for example, displaydevices 310 a and 310 b may exchange analyte data with one another viacommunication medium 305 b, where each display device 310 a, 310 breceived the analyte data via communication medium 305 a, that is, fromanalyte sensor system 308. Display device 310 c may also connect todisplay device 310 b via communication medium 305 c. Additional aspectsand features represented by FIG. 3C will become apparent upon studyingthe entirety of the present disclosure, including, by way of example,FIGS. 3D and 3E.

FIG. 3F illustrates an example implementation of GUI 340 that may beemployed in accordance with embodiments of the present disclosure. Asshown in FIG. 3F, GUI 340 may be presented via display 345 of displaydevice 310, for example in connection with sensor application 330.Generally speaking, the functionality and features of GUI 340 will bedescribed in further detail with reference to systems and methodsdescribed herein. By way of illustration, GUI 340 may present interfacesassociated with application 330, including, for example, a displaydevice manager. Such a display device manager may be used forconfiguring aspects of systems involving analyte monitoring, such assystems 300, 302, 304, 306 a, and 306 b (referencing by way of exampleFIGS. 3A-3E). For example, the display device manages (and in some casesmore generally, interfaces associated with application 330) may be usedto set up connection parameters for a connection established (or to beestablished) between analyte 308 and display device 310, may be used toselect a dedicated display device 310, may be used to tether one displaydevice 310 a to another display device 310 b, and so on (referencing byway of example FIGS. 3A-3E).

As shown in FIG. 3F, the display device manager may include an interfacemodule for each of one or more display devices 310 that may be coupledto analyte sensor system 308 (see, e.g., FIGS. 3A and 3B). Interfacemodule 390 a may be used to interface with a first display device ofdisplay devices 310 (“Display Device 1” or “DD1”); interface module 390b may be used to interface with an analyte display device of displaydevices 310 (“Analyte Display”); and interface module 390 c may be usedto interface with a second display device of display devices 310(“Display Device 2” or “DD2”). Each interface module 390 a, 390 b, 390 cmay in turn include configuration menu 395, which may include a numberof buttons (e.g., touch-sensitive soft keys) to configure varioussettings for the device being managed. The available buttons ofconfiguration menu 395 and their functionality can be modified, forexample, based on characteristics of the display device being managed aswell as other parameters.

As will be described in connection with FIG. 3G, configuration menus 395may be used to access sub-menus that may be used to select specificmanagement options for the display device of interest. Additionalbuttons that can be included in GUI 340 are buttons 312 a-e. Forexample, button 312 a may be used to add a device to the device manager;button 312 b may be used to apply a pre-set configuration to the devicemanager; button 312 c may be used to notify the user of an alert or tomanage alert settings; button 312 d may be used to navigate back to aprevious screen shown in GUI 340 (e.g., in connection with application330); and button 312 e may be used as a soft key to return to the homescreen of display device 310.

Turning now to FIG. 3G, additional aspects that may be implemented inconnection with GUI 340 are provided. As shown in FIG. 3G, embodimentsof GUI 340 involve sub-menus 314 a-g of interface modules 390 a, 390 b,and 390 c. Sub-menu 314 a may be accessed via configuration menu 395 ofinterface module 390 a. In this instance, sub-menu 314 a corresponds toa “System” option. In this regard, when selected (e.g., via touchgesture on display 345) sub-menu 314 a presents options 316 a formanagement and viewing of Battery characteristics of Display Device 1,Radio configuration and measurements of Display Device 1, and aspects ofOther Devices. Options 316 a may be used to select a device to tether to(e.g., through the Other Devices option 316 a. With reference to FIG. 3Cby way of specific example, tethering in this case may involve, forexample, two display devices 310 a and 310 b connecting viacommunication medium 305 b. In some cases, Analyte Display and DisplayDevice 2 may correspond to known devices, whereas selecting the OtherDevice option may initiate a scan for other display devices 310available for connection. In other examples, the Other Device option canbe used to tether to a known deice. It will be appreciated that sub-menu314 a may be implemented in connection with any other interface module(e.g., 390 b etc.)

Sub-menu 314 b corresponds to a “Replace/Remove” option. In this regard,when selected (e.g., via touch gesture on display 345) sub-menu 314 bpresents options 316 b, which include options for replacing AnalyteDisplay with another display device 310, namely Display Device 3 (“DD3”)or Other Device. Within options 316 b, sub-menu 314 b also presents anoptions for to Remove Analyte Display from a list of devices (e.g., awhitelist), as will be further described herein (see, e.g., FIG. 10B).Here again, in some cases Display Device 3 may correspond to a knowndevice, whereas selecting the Other Device option may initiate a scanfor other display devices 310 available for connection to AnalyteDisplay. It will be appreciated that sub-menu 314 b may be implementedin connection with any other interface module (e.g., 390 a etc.). Forexample, sub-menu may be used to replace a user's old smartphone withthe user's new smartphone in terms of use with analyte sensor system308.

Sub-menu 314 c corresponds to a “Config. Params.” or ConfigurationParameters option. In this regard, when selected (e.g., via touchgesture on display 345) sub-menu 314 c presents options 316 c, whichinclude options for modifying or setting various configurationparameters regarding connection with analyte sensor system 8 and thetransmission of data from the same. Within options 316 c, sub-menu 314 cpresents options concerning whether specific Configuration Parametersare Enabled and then lists additional options related to ConfigurationParameters that may be specifically controlled by the user. In someexamples, these connection parameters may additionally or alternativelybe monitored and adjusted without user intervention (e.g., by displaydevice 310 and/or analyte sensor system 308), for example by comparingmonitored parameter values to predetermined and/orconfigurable/adaptable thresholds. In this regard, the user may be ableto select which parameters should be monitored/adjusted by displaydevice 310. In other cases, the selection can be made on the fly basedon monitored parameter values and/or other inputs. Thus, it will beappreciated that in some cases, the user may not have access to orpermission with respect to the connection parameters.

Accordingly, notwithstanding the above, it will be appreciated that inembodiments of GUI 340, various combinations and implementations ofconfiguration 395 (395 a, etc.), sub-menus 314 a-g, and options 316 a-g,are contemplated in connection with the present disclosure. By way ofexample, sub-menu 314 c corresponding to “Config. Params.” may beomitted such that the connection parameters may not by default bevisible to the user and/or are accessible to or changeable by the user.In such examples, the connection parameters may be stored in storage 325of display device 310 and may be in conjunction with establishing and/ormaintaining a connection between display device 310 and analyte sensorsystem 308 (and/or in some cases another display device 310).

In embodiments, a Quality option (not shown) may be adjusted by the userto control or interface with Configuration Parameters related to qualityof service (QoS), as will be described further herein. Further, asmentioned elsewhere herein in further detail, QoS-related parameters mayalso be monitored/adjusted by analyte sensor system 308 and/or displaydevice 310, for example based thresholds related to link quality and soon. The Quality Option may be accessed through the Preferencesconfiguration 395. The Location option may be adjusted by the user tocontrol or interface with Configuration Parameters related to location,as will be described further herein. The Time option may be adjusted bythe user to control or interface with Configuration Parameters relatedto time of day, as will be described further herein. The Power optionmay be adjusted by the user to at least indirectly control and/orinterface with Configuration Parameters related to battery power, aswill be described further herein. These Options may be accessed throughthe Preferences configuration 395, for example.

Sub-menu 314 d corresponds to a pop-up window option related to thedevice to which interface module 390 a pertains (i.e., in this example,Display Device 1 (DD1)). More specifically, sub-menu 314 d indicates viagreyed out options 316 d whether the device of interest is on thewhitelist, as will be described further herein. Options 316 d in thisexample are greyed out to indicate that they are in some cases notselectable but rather are used to present information regardingwhitelist status. A different sub-menu (“Whitelist/Blacklist”), notdescribed specifically with reference to FIG. 3G, may be used toadd/remove specific devices from the whitelist (or to/from a blacklist).It will be appreciated that sub-menu 314 d may be implemented inconnection with any other interface module (e.g., 390 a etc.).

Sub-menu 314 e corresponds to a “Dedicated” option. In this regard, whenselected (e.g., via touch gesture on display 345), sub-menu 314 epresents options 316 e, which include options for making a displaydevice of interest (here, Analyte Display) a dedicated display devicewith respect to connecting to analyte sensor system 308 and receivingdata from and/or exchanging control signaling with the same. Options 316e of sub-menu 314 e present options for indicating Yes or No regardingwhether Analyte Display is a dedicated display device, as will bedescribed further herein. It will be appreciated that sub-menu 314 e maybe implemented in connection with any other interface module (e.g., 390a etc.).

Sub-menu 314 f corresponds to a “Connection Status” option. In thisregard, when selected (e.g., via touch gesture on display 345) sub-menu314 f presents options 316 f, which include options for setting orconfiguring a connection mode as between the display device of interest(here, Display Device 2) and analyte sensor system 308, for example.Within options 316 f, sub-menu 314 f presents options for ConnectionModel, Connected, and Other, regarding a connection, as will bedescribed further herein. By way of example, sub-menu 314 f may providea user with information regarding the connection model employed withoutallowing the user modify the connection model or select a connectionmodel from among a set of options. In other cases, however, the user maybe able to manually choose a connection model to be employed using thisoption. Additionally, the Connected option 316 f may indicate to theuser whether Display Device 2 is presently connected to analyte sensorsystem 308. It will be appreciated that sub-menu 314 f may beimplemented in connection with any other interface module (e.g., 390 aetc.).

Sub-menu 314 g corresponds to a “Pairing” option. In this regard, whenselected (e.g., via touch gesture on display 345) sub-menu 314 gpresents options 316 g, which include options relating to identificationof, selection of, and or pairing with analyte sensor system 308 and/ordisplay devices 310 a, 310 b, etc. Within options 316 g, sub-menu 314 gpresents an ID No. option, which is related to identification-relatedinformation (e.g., with respect to analyte sensor system 308); DevicesDiscovered, which is related to a set of identified display devices 310a, 310 b, etc.; Confirm Selection, which may be used by a user tomanually confirm a selection for connection between analyte sensorsystem 308 and display device 310; and Interaction Level, which can beused to set and/or modify the amount of user interaction to be employedwith respect to the identification and/or selection of devices inconnection with the pairing process. It will be appreciated thatsub-menu 314 f may be implemented in connection with any other interfacemodule (e.g., 390 a etc.).

Certain sub-menus and/or options etc. disclosed in connection with FIG.3G and the present disclosure have not been described in detail herewith reference to FIG. 3G, but aspects of embodiments shown in FIG. 3Gare further described hereinbelow. Additionally, one of ordinary skillin the art will appreciate upon studying the present disclosure that GUI340 may present various addition sub-menus and/or options, and will alsoappreciate that additional sub-menus and options are within the scopeand spirit of the present disclosure.

FIG. 4 is a block diagram illustrating potential aspects of analytesensor system 408 according to embodiments of the present disclosurethat are in example implementations associated with operation accordingto the intermittent connection model. The aspects of analyte sensorsystem 408 shown in FIG. 4 may be implemented within subsystem 400 ofanalyte sensor system 408 and may in general be used to manage a radiointerface between analyte sensor system 408 and any display devicescommunicatively coupled thereto via a wireless protocol, such as BLE.For example, application programming interface (API) 450 may be providedfor display devices to communicate with processor 420 (e.g., processor380) via radio 425, which may include a BLE or other RF or microwavetransceiver (e.g., transceiver 360). Processor 420 may be used toprocess analyte data gathered by sensor 405 (e.g., sensor 375).

As shown, within analyte sensor system 408, subsystem 400 may includesensor 405 (e.g., sensor 10), analog front end (AFE) 410 (e.g., sensorelectronics module 12), battery 415, processor 420, and radio 425. Thedesign of analyte sensor system 408, including with respect to subsystem400 as well as related software, enables multi-chip operation andmanagement, and particularly where such operation and/or management iscarried out in accordance with power savings principles described hereinand may involve implementing system configurations that support/maximizepower savings. For example, the design enables system startup,inter-chip communication, application task scheduling, maximization ofbattery life in storage as well as active modes, and utilization ofcontrol points and indications by API 450 associated with radio 425.

A storage mode may be used for the operation of analyte sensor system408 before analyte sensor system 408 has been inserted into a host. Forexample, upon detecting that sensor 405 has been inserted into the host,analyte sensor system 408 can automatically exit storage mode and enteran active mode. In storage mode, radio 425 can be at least partiallydisabled in order to save power. Likewise, processor 420 can be at leastpartially disabled, for example by disabling a clock used by processor420 (e.g., RTC 350). Furthermore, it is contemplated that, in thestorage mode, radio 425 may be configured to be in a deep sleep mode.This may advantageously extend/maximize the battery life of analytesensor system 408. It is further contemplated that in implementations,upon interacting with display device 310, for example via NFC, analytesensor system 408 may exit the storage mode.

In active mode, a low power mode (LPM) may still be used (e.g., toextend/maximize battery life), but RTC 350 may be activated/enabled.This may allow processor 420 to track time accurately and perform otherclock-based functions while still allowing for power savings. Forexample, RTC 350 may be used to perform error recovery using time-basedcounters and interrupts. The following error recovery scenarios areprovided by way of illustration. In one example, if no response messagesare received from radio 425 for a given amount of time, processor 420may reset radio 425. In another example, a periodic interrupt may beused where if logic of RTC 350 fails, analyte sensor system 408 can bereset by hardware logic. In additional implementations, if message orsignal associated with wake source 435 (or AFE 410) is not received orfails, an interrupt (e.g., RTC interrupt) can be used to bring processor420 out of LPM and perform communication functions.

Processor 420 may act as a system controller for subsystem 400 withinanalyte sensor system 408. For example, after initializing, radio 425may enter a sleep state and wait for instruction from processor 420. AFE410 may initialize to a default state and likewise wait forconfiguration instructions/commands from processor 420. Processor 420may control resetting AFE 410 and/or radio 425 in case errors aredetected. Processor 420 may also self-reset if internal error conditionsare detected (e.g., using a hardware watchdog).

Subsystem 400 of analyte sensor system 8 may utilize a multi-chip (ormulti-module) design, in which case a hardware communication bus may beused for the exchange of data among the various chips (or modules).Examples of viable options for the hardware communication bus includeInter-Integrated Circuit (I2C or I2C) and Serial Peripheral Interface(SPI). SPI may be used to achieve a reduction in powers as well as anincrease in speed relative to I2C.

Wake source 435 and raw sensor data 430 may be used to maximize thebattery life of analyte sensor system 408. AFE 410 may in examples beused as a wake source for components of subsystem 400. Nevertheless,other wake sources may be utilized. During normal operation, AFE 410 mayallow processor 420 to enter an energy efficient lower power mode (LPM).Wake source 435 can be used to signal processor 420 to exit LPM suchthat, e.g., processor 420 can execute operations that in examples maynot be available during LPM. Wake source 435 may signal processor 420 inthis manner periodically and trigger processor 420 to start processingor executing operations. Analyte sensor system 408 may include multipleprocessors, and as mentioned below with reference to FIG. 5 , stagedtask processing may be implemented, in some cases in connection withwake source 435, such that not all processors are active simultaneously.This technique may reduce power consumption and hence extend batterylife. By way of example, wake source 435 may first signal processor 420to exit LPM and begin configuring the pertinent hardware and software ofanalyte sensor system 408 to initiate the transfer of raw sensor(analyte) data from AFE 410.

Raw sensor data 430 may include hardware that transfers sensor datagathered by sensor 405 from AFE 410 to processor 420. Such data may bereferred to herein as raw sensor data or raw analyte data. Configuration440 may be a two-way interface between processor 420 and AFE 410. Insome cases, configuration 440 may be implemented using I2C, but SPI oranother interface configuration may also be used. Processor 420 andradio 425 may likewise use a SPI and/or I2C bus for communication anddata transfer. In some cases, additional hardware and software may beused to create an asynchronous interface between processor 420 and radio425 when using synchronous protocols (e.g., SPI and the like).

Turning now to FIG. 5 , a block diagram illustrating potential aspectsof analyte sensor system 508 is provided in accordance with embodimentsof the present disclosure that are in some cases associated withoperation according to the intermittent connection model. The aspects ofanalyte sensor system 508 shown in FIG. 5 may be implemented withinsubsystem 500 of analyte sensor system 508. In particular, subsystem 500includes processor 520 and radio 525 that may be modified to include aSPI bus and additional general purpose input/out (GPIO) relative tocommunication interface 445 and thus create asynchronous interface 545that couples processor 520 to radio 525. Asynchronous interface 545 mayin some cases be referred to as a message transport layer.

As shown in the example of FIG. 5 , asynchronous interface 545 includesconnection 505 b that provides chip select (CS) output 505 c of radio525 to CS input 505 a of processor 520. Further, asynchronous interface545 includes connection 510 b that provides SPI clock out 515 c of radio525 to CLK in 510 a of processor 520. Asynchronous interface 545includes connection 515 b that provides MISO (multiple input singleoutput) 530 a of processor 520 to MISO input 530 c of radio 525.Asynchronous interface 545 further includes connection 530 b thatprovides MOSI (multiple output single input) output 530 c of radio 525to MOSI input 530 a of processor 520. In addition, asynchronousinterface 545 includes connection 535 b that provides request output 535a of processor 520 to request input 535 c of radio 525. Asynchronousinterface 545 also includes connection 545 b that provides ACK/NACK(acknowledgement/negative-acknowledgement) output 540 c of radio 525 toACK/NACK input 540 a of processor 520.

Asynchronous interface 545 may provide an asynchronous communicationlink between processor 520 (which may be used to process analyte data)and a radio processor within radio 525 (e.g., a baseband processor).Further, asynchronous interface 545 may allow for the removal of amaster/slave topology from the application layer logic. Asynchronousinterface 545 may also allow for messages to be sent/received in aninterrupt context, such that processor 520 and/or the radio processorremain in a low power mode until a complete message is ready to becommunicated over the interface. In example implementations, messagessent by processor 520 use an ACK/NACK as well as a response packet toconfirm/deny receipt of the message. With respect to subsystem 500,staged task processing may also be employed to limit the run-time ofeach of processor 520 and a processor within radio 525, so that there isas little run-time overlap as possible. This may reduce stress onbattery 415 and minimize asynchronous messaging issues.

Returning again to FIG. 4 , AFE 410 may sample raw analyte data fromsensor 405 for a period of time (e.g., 5 minutes). During the sampling,processor 420 and a processor (e.g., baseband processor) within radio425 may be held in low power mode (LPM). Once AFE 410 completes thesample, AFE 410 may send a signal to processor 420 indicating thatprocessor 420 should exit LPM (i.e., should wake up). AFE 410 may thentransfer the raw analyte data to processor 420 via configuration 440.AFE 410 may then re-enter LPM. Processor 420 may then process the rawanalyte data (e.g., to generate an estimated glucose value) and storethe processed analyte data. Processor 420 may then signal the processorof radio 425 via communication interface 445 to communicate theprocessed analyte data to radio 425. Processor 420 may subsequentlyenter LPM while waiting for radio 425 to connect to a display device(e.g., display device 310). Once such a connection is made, processor420 may exit LPM, and the display device and processor 420 may exchangedata, commands, and/or messaging via radio 425.

API 450 may be used to interface with devices remote from analyte sensorsystem 408 over various wireless protocols. One example of such aprotocol is BLE. In this regard, API 450 may allow analyte sensor system408 to be configured by a user of a display device (e.g., display device310) running an application such as, for example, analyte sensorapplication 330. Analyte sensor application 330 may have been developedby the manufacturer of analyte sensor system 408 and/or display device310, or may be developed by any individual or entity. In the case thatthe BLE standard is used to couple a display device to analyte sensorsystem 408, BLE Characteristics can be configurable according to systemdesign parameters.

FIG. 6 is an operational flow diagram illustrating various operationsthat may be implemented by, for example, analyte sensor system 408, inconnection with embodiments of method 600 according to the presentdisclosure, wherein such embodiments are in examples associated withoperation according to the intermittent connection model. It will beappreciated up studying the present disclosure, however, that FIG. 6 maybe modified for operation according to the continuous connection model.For context purposes, FIG. 6 includes analyte sensor system 608 andsubsystem 602. As shown, within subsystem 602, analyte sensor system 608may include AFE 610, processor 620 (which may be used to process CGMdata), and radio 625. Analyte sensor system 608 may be used to executevarious operations shown in FIG. 6 in order to connect (e.g.,wirelessly) to a remote device such as a display device (e.g., displaydevice 310 or medical device 136). In this manner, analyte data may betransmitted to and processed by the display device. Further, analytesensor system 608 and the display device may exchange messaging relatedto configuring the communication protocol used for connection betweenanalyte sensor system and the display device. The operations shown inFIG. 6 may in some instances herein be described with reference to theBLE protocol, but it will in any case be appreciated by one of skill inthe art upon studying the present disclosure that aspects shown in anddescribed with reference to FIG. 6 can be applied to othercommunications protocols.

Before operation 610 a, analyte sensor system 608 may be in LPM or arelated mode in which power consumption is reduced, e.g., a “sleepmode”. At operation 610 a, AFE 610 signals processor 620 to initiateprocessing. For example, AFE 610 can signal processor 620 with a wakeevent that instructs processor 620 to exit a low power mode. As alludedto above, AFE 610 may act as a wake source, and operation 610 a maycorrespond to wake source 435 referenced in FIG. 4 . At operation 610 b,AFE 610 passes sensor data (e.g., raw analyte or sensor data) toprocessor 620. In example implementations in which the analyte datarelates to glucose data, processor 620 may be referred to as acontinuous glucose monitor (CGM) processor.

Having been signaled to initiate processing (e.g., at operation 610 a),processor 620 may, at operation 620 a, processor the sensor data passedthereto at operation 610 b. For example, as referenced in FIG. 6 ,processor 620 can calculate an estimated glucose value (EGV) from thesensor data. Processor 620 can also store the sensor data and/or anothervalue derived therefrom (e.g., EGV) in storage and/or a database (e.g.,storage 365 shown in FIG. 3B, which in some cases is flash memory). Atoperation 620 b, processor 620 may signal radio 625 (which may in somecases be a BLE radio) to start communication. At operation 620 c,processor 620 may then enter LPM or a related mode in which powerconsumption is reduced, e.g., a “sleep mode”. In embodiments, operation620 c may be omitted such that the processor does not necessarily enterthe LPM mode etc. In response to the signal to start communication sendat operation 620 b, radio 625 may at operation 625 a advertise and/orconnect to a display device. Examples of advertisement messaging andassociated connect/disconnect protocols will be described in furtherdetail herein.

After advertisement/connection per operation 625 a, radio 625 may atoperation 630 a receive request signaling (e.g., a command request). Therequest signaling may be received from a display device and may be arequest for the transmission of analyte data, and/or may relate tovarious configuration parameters of analyte sensor system 608 associatedwith advertisement and/or data transmission. In response to receivingthe signaling, at operation 625 b radio 625 may pass the signaling toprocessor 620. This may be done using interface 445 or 545 (e.g., amessage transport layer). In other words, radio 625 may be configured topass such signaling through to processor 620 using a message transportlayer such that, for example, analyte sensor system 608 does not appearto be a multi-chip system to a display device sending the signaling.After passing (at operation 625 b) the signaling to processor 620, atoperation 625 c radio 625 may enter LPM or a related mode in which powerconsumption is reduced, e.g., a “sleep mode”. For the continuousconnection model, operation 625 c may be omitted, such that sleep modeis not entered but instead the connection is maintained as describedherein with reference to FIG. 7J, for example.

At operation 625 d, after receiving the request signaling from radio 625(operation 625 b), processor 620 may process the signaling to generateresponse signaling (e.g., a command response). The response signalingmay be passed to radio 625 at operation 620 e. This may be done usinginterface 445 or 545 (e.g., a message transport layer). In other words,processor 620 may be configured to pass such signaling through to radio625 using a message transport layer. Upon receiving the responsesignaling (sent at operation 620 e), radio 625 may exit LPM or therelated mode (entered at operation 625 c) and send the responsesignaling to the display device. In short, by way of example, afterreceiving (at operation 630 a) a request from a display device foranalyte data, analyte sensor system 608 can transmit response signaling(at operation 625 d).

At operation 620 f, processor 620 signals radio 625 to stopcommunication. In this manner, after sending the response signaling (atoperation 625 d), radio 625 may close the connection with the displaydevice and, at operation 625 e, enter LPM or the like. Likewise,processor 620 may, at operation 620 g, enter LPM or the like aftersignaling radio 625 to stop communication. In embodiments, operation 620g may be omitted such that the processor does not necessarily enter theLPM mode etc. Analyte sensor system 608 may remain in LPM or the likeuntil AFE 610 subsequently signals processor 620 to re-imitation theimplementation of various of the above-described operations. For thecontinuous connection model, operation 625 e may be omitted, such thatsleep mode is not entered and/or the connection is not closed, butinstead the connection is maintained as described herein with referenceto FIG. 7J, for example.

With the above description of aspects of the presently disclosed systemsand methods for wireless communication of analyte data, a number ofspecific improvements will now be provided. It will be appreciated byone of skill in the art upon studying the present disclosure that theseimprovements may be implemented using features and combinations offeatures of the example configurations described above, whether or notexplicit reference is made to the same. Moreover, with respect to FIGS.4, 5, and 6 , though embodiments related thereto are in some casesassociated with operation according to the intermittent connectionmodel, it will be appreciated by one of ordinary skill in the art uponstudying the present disclosure that such embodiments may be modifiedfor operation according to the continuous connection model describedherein.

F. Advertisement Timing and Structure

An additional aspect involves the order and manner in which variousdevices (e.g., display devices 710) connect to the analyte sensor system(e.g., analyte sensor system 708), which can depend upon the order,timing, structure, and manner of advertisement messages transmitted tosuch display devices 710 devices. Here it will be noted that thenumerals 708 and 710 are referred to, but the description can apply toany of the analyte sensor systems and/or display devices describedherein, as will be appreciated by one of ordinary skill in the art uponstudying the present disclosure. One potential scheme for the orderingof connection for various devices may be described as follows.

Analyte sensor system 708 advertises and connects to display devices 710that are available for connection, that is, to in-range display devices710. This may be done, for example, by transmitting advertisementmessages. By way of example, reference is made to operation 705 a shownin FIG. 7A. On the display device side, display devices 710 seeking toconnect to analyte sensor system 708 may in example embodiments scan foranalyte sensor system 708 or another like sensor system to connect to.This generally entails receiving and processing advertisement messagesthat are being broadcast by analyte sensor system 708 etc., in order todetermine whether any such messages are being transmitted by acompatible/desirable analyte sensor system 708.

Display device 710 may then respond to the advertisement message bysending a connection request back to analyte sensor system 708. By wayof example, reference is made to operation 705 b shown in FIG. 7A. Uponreceiving the connection request, analyte sensor system 708 may accept,deny, or simply ignore the request. In example implementations, analytesensor system 708 serves only one display device 710 connection at atime. Therefore, one ground for denying or ignoring a connection requestis that analyte sensor system 708 is already connected to a displaydevice 710. If there are no grounds for denying or ignoring a connectionrequest, analyte sensor system 708 may accept the request and connect tothe display device 710 that sent the request. For example, operation 705b shows analyte sensor system 708 accepting the request by sendingsignaling to display device 710 to indicate that the connection isgranted. Aspects of advertisement and related contexts are alsoillustrated by way of example with reference to FIGS. 7B-7K. See, e.g.,operations 735 a, 765 a, 795 a. Detailed discussions of these FIGS. areincluded further below.

Referring back to FIG. 7A, once display device 710 and analyte sensorsystem 708 are connected may exchange messaging, including analytesensor system 708 transmitting analyte data to display device 710. Byway of example, reference is made to operation 705 d shown in FIG. 7A.In embodiments, in order to prevent display device 710 from stayingconnected to analyte sensor system 708 longer than is expected ordesired, analyte sensor system 708 may enforce timeouts, and/or maycause timeouts to be enforced. That is, for example, there may be apredetermined limit set with respect to the duration of the connection,and upon the expiry of the same, the connection to analyte sensor system708 may be terminated. By way of example, reference is made to operation715 shown in FIG. 7A. This may allow for other display devices 710 toconnect or attempt to connect to analyte sensor system 708. Analytesensor system 708 may maintain a list of display devices 710 that haverecently connected to analyte sensor system 708. In some cases, this maybe known as a whitelist. Analyte sensor system 708 may use this list topermit only listed display devices (i.e., that have recently connected)to connect to analyte sensor system 708.

FIG. 9 is a timing diagram illustrating an example of the transmissionof advertisement messages in accordance with the present disclosure.More specifically, FIG. 9 provides an example embodiment ofadvertisement duration structure 935 that may be used in connection withpairing or connecting analyte sensor system 708 to display device 710and/or analyte display device 110. In connection with the above and inaccordance with embodiments of advertisement duration structure 935,advertisement messages 920 may be sent according to a time interval thatoccurs periodically based on a schedule. This may be known in some casesas an advertisement window interval 905. This period of repetition ofthe occurrence of this interval may be any length of time, but in onespecific example is 5 minutes. Nevertheless advertisement windowinterval may be configured or set to vary depending upon the nature ofthe operation of analyte sensor system 708 with respect to gathering andprocessing analyte data. Thus, every 5 minutes (in this example), therewill be a time window for advertisement messages to be transmitted. Thetime window for advertisement messages may be considered a duration oftime during which advertisement messages may actually be transmitted.This may also be referred to in some cases as advertisement duration910. By way of example, this window may range from 7 to 22 seconds. Itwill be appreciated by one of ordinary skill in the art upon studyingthe present disclosure, however, that the window for the advertisementduration may range from 0 to any reasonable amount of time. In somecases, the duration of the window is shorter than advertisement windowinterval 905.

During advertisement duration window 910, advertisement messages 920 maybe transmitted, in some cases periodically, though not necessarily so,according to advertisement message interval 915. Advertisement messageinterval 915 may be thought of as a time interval between sequential orsuccessive advertisement messages 920. One specific example range forthe advertisement interval 915 is between 20 and 90 msec, though it willbe appreciated upon studying the present disclosure that theadvertisement message interval 915 may be shorter or longer, and/or maybe adaptively variable or configurable in length, depending on therelevant circumstances, including adapting or reconfiguring messageinterval 915 during advertisement duration window 910. Afteradvertisement window interval has elapsed, advertisement messages 920may resume transmission, and advertisement duration structure 935 may berepeated (e.g., as 935′). It should also be noted that one or more ofthe advertisement message interval, advertisement duration length, andadvertisement window interval can be reconfigured as betweenadvertisement duration structures 935 and 935′ and/or within therespective advertisement duration 935, 935′, etc.

For convenience for the purposes of the following discussion, displaydevices will be referred to as display devices 710, whereas analytedisplay devices will be referred to as analyte display device 110. Itwill be appreciated, however, that in other places herein, the termdisplay devices 710 is broad enough to cover any display device orcollection of display devices, including analyte display device 110 andmedical devices 136.

The above-mentioned advertisement window interval 905, advertisementduration 910, and advertisement message interval 915 can each vary basedon a variety of factors. For example, the values of these parameters mayvary based on the type and/or number of display devices 710 present,and/or on how recently such display devices 710 have connected toanalyte sensor system 708. These values of these parameters can alsovary in order to optimize battery life, to speed up connection time,etc. Any one of a decreased advertisement window interval 905, anincreased advertisement duration 910, and a decreased advertisementmessage interval 915 may increase the likelihood that a particulardisplay device 710 successfully connects to the targeted analyte sensorsystem 708. In examples, however, there may be a concomitant increase inpower consumption.

In terms of connecting to display devices 710 in a particular order,during a time window corresponding to advertisement duration 910,analyte sensor system 708 may in some cases first attempt to connectwith display device 710 (e.g., a smartphone) and then with analytedisplay device 110 (e.g., a proprietary device, which can be a device bedesigned for the purpose of receiving and present analyte data). Onepotential issue with this connection protocol, in terms of the orderused, is that more time of advertisement duration 910 may need to bededicated for the connection with display device 710 as compared to theconnection with analyte display device 110, for example since being aproprietary display device, analyte display device 110 may be optimizedfor use with analyte sensor system 708.

Furthermore, there may occasionally be difficulties connecting withdisplay device 710. If display device 710 is unable to connect during atime segment (not shown FIG. 9 ) of advertisement duration 910specifically allocated to display device 710, analyte display device 110may still be able to connect subsequently by sending advertisementmessages 920 during other portions or time segments within advertisementduration 910. But in some cases, the time segment allocated to displaydevice 710 within advertisement duration 910 is bounded by another timesegment dedicated to the analyte display device 110, such that it maynot be feasible to allocate display device 710 additional time segmentsin which to connect. Alternatively, if additional time fromadvertisement duration 910 is allocated to display device 710, theanalyte display device 110 may not be left with sufficient timeavailable to make a connection.

Accordingly, aspects of the present disclosure also include configuringthe ordering of connection for various display devices 710, includingwith respect to analyte display device 110, as well as configuringadvertisement window interval 905, advertisement duration 910, andadvertisement message interval 915, and other features associated withadvertisement messaging and/or related thereto. Configuring the orderingof connection for various display devices 710 and analyte display device110 according to the present disclosure may increase the likelihood ofestablishing a connection between such display devices, includingdisplay devices 710 and analyte display device 110, on the one hand, andanalyte sensor system 708 on the other hand, while also reducing powerconsumption due to increased efficiency of the connection protocol. Inthis manner, the overall reliability of communications related toanalyte data is increased, while the power consumption is decreased. Inthis connection, methods for connecting analyte sensor system 708 toanalyte display device 110 and display device 710 are provided.

G. Advertisement Messages

FIG. 8 illustrates an example structure for advertisement message 800that in some cases may be transmitted for purposes of establishing aconnection between two devices, according to various aspects of thepresent disclosure (e.g., with reference to FIG. 7A, at operation 705,and the like). In some cases, advertisement message 800 may beconsidered to be a packet or an advertisement packet. In the illustratedexample, advertisement message 800 includes rows (fields) 800 a-800 iand columns 805′, 810′, and 815′. Though advertisement message 800 isrepresented in matrix form for visual/organization convenience, one ofskill in the art will appreciate upon studying the present disclosurethat in terms of a digital signal, advertisement message 800 may berepresented by a one-dimensional array of bits or bytes that may bearranged in a pre-determined fashion, for example, according to fieldsand sub-fields. In other words, if rows 800 a-i of the matrix format ofadvertisement message 800 were to be unstacked and concatenated end toend, message 800 would appear as a one-dimensional array. Each field 800a, 800 b, . . . 800 i may be considered to correspond to a row ofadvertisement message 800, while a sub-field may be considered tocorrespond to a cell of a particular column within a particular row.Accordingly, in example implementations, within field 800 a, range 805 ais a sub-field or cell corresponding to column 805′.

Column 805′ in example embodiments corresponds to address 805. Address805 includes ranges 805 a-i, where each range 805 a-i may represent arange of bytes reserved for the corresponding field. Within each field800 a-i, a number of bytes may be reserved for each cell. That is, byway of illustration, one byte (address 805 a may refer to byte zero “0”as the address of field 800 a within message 800) may be used forpreamble 810 a. The number of bytes need not but in some cases may bethe same for each cell of a column across various fields 800 a-i. Thatis, by way of illustration, two bytes may be used for each cell 805 a-iof address 805 and two bytes may be used for each cell 810 a-i ofdescription 810. Moreover, a variable number of bytes may be used incells 815 a-i of value 815. In other examples, different numbers ofbytes may be used and numerous variations are contemplated within thescope and spirit of the present disclosure. It will also be appreciatedthat any number of rows and columns may be used, subject of course tothe laws of physics and in some cases standardized communicationprotocols.

With further reference to FIG. 8 , Column 805′ in this examplecorresponds to address 805. Cells 805 a-i may each contain a value(e.g., binary or hexadecimal or the like) that represents the length ofthe corresponding field 800 a-i. Each length may in some cases berepresented by a starting and ending position for the respective field.Column 810′ in this example corresponds to description 810. Cells 810a-i may each contain a value that represents a description of thecorresponding field 800 a-i. For example, field 800 a in this example isdescribed by the value in cell 810 a as a preamble for advertisementmessage 800. Column 815′ in the illustrated example corresponds to value815. Cells 815 a-i may each contain a value that represents the value(e.g., as opposed to address or description) of the corresponding field800 a-i. By way of example, cell 815 e may contain bytes amounting to avalue that represents the devices name (e.g., for analyte sensor system708). MAC address 810 d may include an address for analyte sensor system708.

Embodiments of the present disclosure may involve exploiting aspects ofmessage 800 to improve the reliability, speed, and/or efficiencies ofaspects related to the wireless communication of analyte data. In somecases, the value 815 d of the MAC address field 810 d may be dynamicallyconfigurable to be made specific to a particular display device 710 orset of display devices 710, or other remote devices connectable to andbeing targeted by analyte sensor system 708. In some cases, analyte dataand/or related control signaling and the like, or portions thereof, maybe included in reserved slots within advertisement packets (e.g.,operation 765 a with reference to FIG. 7E). For example, analyte dataand such can be included in manufacturing data field 800 h. Other slotsmay be used for similar purposes in accordance with variousimplementations. Other such embodiments utilizing aspects ofadvertisement message 800 advantageously will become apparent uponstudying the present disclosure.

H. Identification, Selection, and Pairing

In example implementations, before analyte sensory system 308 isconnected to a device such as display device 310 (with reference to FIG.3A), the appropriate analyte sensor system 308 and/or display device 310may need to be identified and/or selected. In some example use cases,display device 310 may be presented with more than one analyte sensorsystem 308 available for connection. One such use case may occur in ahospital room, for example, where multiple analyte sensor systems 308are activated for patients. In such a case, for each patient'srespective display device 310 to connect to that patient's analytesensor system 308, techniques for identifying the appropriate analytesensor system 308 are discussed herein.

In some example use cases, a single analyte sensor system 308 may attimes be provided with opportunities to connect to more than one displaydevice 310. One such use case may occur, for example, in a user's homewhere the user may be in proximity to multiple display devices 310 suchas a an analyte display device, a smartphone, a tablet, a watch, and atelevision, among other devices. In such a case, techniques foridentifying one or more of display devices 310 for connection, as wellas for determining aspects of the connection that are suitable, arediscussed herein.

Once the appropriate system/device is identified and selected, displaydevice 310 and analyte sensor system 308 may be paired and/or bonded.Further, in some cases, authentication procedures may be implemented,for example for data security/privacy purposes. Ultimately, data such asanalyte data and control signaling can then be exchanged between analytesensor system 308 and display device 310 pursuant to an establishedconnection (whether using a continuous connection model or anintermittent connection model, as discussed hereinbelow).

In connection with embodiments of the present disclosure, device/systemselection may refer to the choosing of a device to connect to, pairingmay refer to exchanging information to make/establish a connection, andbonding may refer to storing pairing information from previous exchangessuch that the stored information can be used in establishing subsequentconnections. Furthermore, the term pairing as used herein may in somecases additionally include identification, selection and/or bonding, andmay in some cases be used to refer to one or more of identificationselection, pairing, and bonding, as will be apparent to a person ofordinary skill in the art upon studying the present disclosure.

It will be appreciated that the pairing of analyte sensor system 308 anddisplay device 310 in some cases involves user interaction. For example,a user may provide information, such as information related to ananalyte sensor system 308 to be selected. Such information may beprovided manually into display device 310 (e.g., via GUI 340) in orderto initiate and perform aspects of the identification, selection,pairing, and authentication process discussed above. While this manualprocess has benefits, some a more automatedselection/identification/pairing process that involves less userinteraction may in some cases be preferable. Accordingly, embodiments ofthe present disclosure involve adjusting the amount of user interactioninvolved in the selection/identification/pairing process. For example,the amount of user interaction involved may be adjusted according totiers, or levels of user interaction involved in identifying and/orselecting (or pairing with) a display device 310 and/or analyte sensorsystem 308 for connection.

By way of example, the amount of user interaction involved may beadjusted according to the tiers based on user input directly orindirectly relating to modifying the amount of user interactioninvolved, and/or in the absence of user input. In embodiments, theamount of user interaction may be adjusted automatically (including,e.g., on the fly). The automatic adjustment may be based on informationgathering in an archive related to previous attempts (successful or not)is identify and select analyte sensor system 308 and/or 310 according tothe tiers described below. In some cases, one or more of the approachesdescribed in the tiers below may be preferable based on criteria such asthe time of day, battery life of a device, quality of service, radioenvironment, location and/or the like. The suitability of one or more ofthe tiers may be determined and implemented based on these criteriaand/or other criteria.

A first tier or level of user interaction involved in theselection/identification process may be associated with a higher levelof user interaction. For example, the user according to the first tiermay provide information manually in order to facilitate the selectionand/or identification of (or pairing with) analyte sensor system 308.This may be done by the user manually inputting, for example, anidentification number and/or other identifying information associatedwith analyte sensor system 308. For example, with reference to FIG. 3G,GUI 340 of display device 310 may provide an entry for theidentification information associated with analyte sensor system 308using option 314 g. Display device 310 can then identify thecorresponding analyte sensor system 308, by way of example based oninformation received from advertisement messages sent by analyte sensorsystem 308. Such advertisement messages may include the identificationinformation (e.g., identification number, manufacture information,etc.).

In example implementations, the amount of user interaction may bereduced or altered by display device 310 receiving identificationinformation related to analyte sensor system 308 (including, e.g., anidentification number associated with analyte sensor system 308 and/orwith a manufacturer thereof) from a remote source, such as, for example,server system 334 (with reference, e.g., to FIG. 3A). That is, insteadof or in addition to the user entering identification informationmanually into display device 310, display device 310 may receive thisinformation from server system 334 or another remote source.

One way this may be done is that a manufacturer, retailer, etc. ofanalyte sensor system 308 may upload or otherwise provide identificationinformation to server system 334, where the information may be receivedvia server 334 a, processed by processor 334 c, and/or stored in storage334 b. A user or individual etc. may then purchase or obtain analytesensor system 308. For example, the purchase may be made in abrick-and-mortar-type store, from an online marketplace, or from aproprietary web-market offered by the manufacturer of analyte sensorsystem 308. In some cases, at the time of purchase, the user may provideuser information associated with the user (e.g., one or more of a login,password, email address, phone number, etc.), for example to the selleror to the manufacturer directly or indirectly. This information can thenbe provided to server system 334 and associated (e.g., in a database orcluster residing within server system 334) with the identificationinformation of analyte sensor system 308 purchased by the user.

After obtaining analyte sensor system 308, the user may, for example,obtain and/or launch application 330 on the user's display device 310.The user may login to application 330, whereupon display device 310 maycommunicate with server system 334. The user may also provideapplication 330 with additional information associated with the user.Application 330 may then interface with server system 334 to provideserver system 334 with at least some of the user information provided toapplication 330 by the user. Server system 334 may then use at leastsome of the received user information to identify the identificationinformation for analyte sensor system 308 purchased by the user. Therelevant identification information can then be provided to displaydevice 310. In some cases, this information may be transmitted todisplay device 310 and conveyed to application 330 via an applicationprogram interface. In some cases, the information may be provided to theuser via email or other message. Display device 310 may use thisidentification information to pair with analyte sensor system 308 and/orconfirm/validate an identified/selection analyte sensor system 308.

Alternatively or additionally, the user may scan a code or image usingdisplay device 310. This may provide a check for verifying the manuallyinput the identification number. Or, for example, this may allow for atleast partial automation of inputting the transmitter identificationnumber. That is, the user need not manually enter the identificationnumber, but rather need only scan the encoded identification number. Theidentification number in example implementations may be included in oneor more of capacitive ink, thermochromatic ink, fluorescent ink, a baror QR code employing that may in some cases employ such inks, and aremovable sticker. Each of these may be included on the packaging ofanalyte sensor system 308, or may in some cases be provided in anothermanner (e.g., via email, text message, tangibly, etc.). In embodiments,image recognition/matching may facilitate or be used for inputting ofthe identification number.

In embodiments, a list of available analyte sensor systems 308 may beprovided via GUI 340 of display device 310. The list may include analytesensor systems 308 discoverable to display device 310, and may includecodes, icons, or other identifying information with respect to displaydevices 310. Corresponding codes, icons, etc. may be printed on analytesensor systems 308, printed on a piece of paper or the like, or may beprovided electronically (e.g., via email, etc.). The user may then matchthe code/icon/etc. from the desired analyte sensor system 308 with thecorresponding element shown on display device 310 and select the elementdesired. In some cases, the code/icon/etc. may be formed from applying ahash function to identification information associated with analytesensor system 308.

Alternatively or additionally, the provided list may include displaydevices 310 discoverable to analyte sensor system 308. These lists maybe sorted/filtered according to various factors (e.g., RSSI, BER, typeof device, devices recently connect to or otherwise known, otheridentifying information, etc.). The user may then select an analytesensor system 308 and/or a display device 310 for connection. Withreference to FIG. 3G, for example, option 314 g may be used to selectdisplay device 310 from a list and/or to confirm the selection of adisplay devices 310. In some cases, once a device's identificationinformation is scanned (e.g., using received advertisement messages orotherwise), the user may be prompted to confirm the selection of thedevice. The display device 310 used to make the selection, includingwhere the selection is facilitated by manually inputting informationand/or by scanning information, may not be the device ultimatelyconnected to analyte sensor system 308. Rather, in some cases, a firstdisplay device 310 may be used to facilitate connection of analytesensor system 308 to a second display device 310.

FIG. 13A is an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the presentdisclosure, for example in connection with the first tier or level ofuser interaction. For illustration purposes, reference is made here toFIGS. 10D and 10E and numerals of components shown therein.Nevertheless, one of ordinary skill in the art will appreciate uponstudying the present disclosure that like components from other FIGS. ofthe present disclosure may be included in the scope of the presentdescription of FIG. 13A.

Embodiments shown in FIG. 13A involve aspects of method 1300 foridentifying a device for connection. Method 1300 optionally includes, atoperation 1305A, presenting (e.g., via GUI 340) a list of one or moreanalyte sensor systems 308 a, 308 b (e.g., with reference to FIGS. 10Dand 10E) from among a set of analyte sensor systems 308. At operation1305B, method 1300 involves display device 310 receiving input (e.g.,via GUI 340 and/or via connectivity interface 315 or a subsystemthereof) that identifies an analyte sensor system 308 a from among theset of analyte sensor systems 308. At operation 1305C, method 1300involves display device 310 selecting analyte sensor system 308 a ofconnection based on the received input.

FIG. 13B illustrated method 1302, which includes further detailsregarding operation 1305B, mentioned above with reference to FIG. 13A.As shown in FIG. 13B, operation 1305B includes at operation 1310,scanning an encoded element from analyte sensor system 308 a or productpackaging of analyte sensor system 308 b. Operation 1310 may thusprovide an example deployment with respect to receiving input thatidentifies analyte sensor system 308 a from among a set of analytesensor system 308, for example, as the analyte sensor system appropriatefor connection to display device 310.

While the first tier or level of user interaction is suitable for manycases, in some users or use cases less user interaction may bepreferable. Accordingly, a second tier or level of user interactioninvolved in the selection/identification/pairing process may beassociated with a moderate amount of user interaction. For example, theselection/identification/pairing and connection process according to thesecond tier may be semi-automated, and in some cases the user maymanually perform a relatively simple and/or quick task in order tofacilitate the selection and/or identification of a particular analytesensor system 308 and/or display device 310.

In example embodiments, in connection with a more automated portion ofthe selection/identification/pairing process related to the second tier,display device 310 may be configured to detect the presence of one ormore signals from one or more analyte sensor systems 308, and may befurther configured to monitor such signals to determine whether any ofthe signals meet a set of selection criteria, for example based on aderivative of the signal or the like. If a signal or a derivativethereof meets one or more selection criteria, the particular analytesensor system 308 sending the signal, for example, may be initiallyselected for connection with display device 310.

For some detected signals monitored in conjunction with embodiments ofthis selection process, measurements and/or characterizations may beemployed to derive or otherwise generate statistical measures and/orother derivatives related to the detected signals. By way of example,such derivatives may include or be related to the strength or quality ofa detected signal as determined over a measuring period. For example,the signal strength or quality may be gleaned from bit error rate (BER)or received signal strength indication (RSSI), taken over measuringperiod (predetermined or adjustable/adaptable). One or more suchmeasures or information derived based on a detected signal may becompared to threshold such that decisions may be based on thecomparison. For example, the pair of a display device 310 and an analytesensor system 310 with the least amount of distance therebetween wouldin some cases be associated with the largest RSSI measurements, andcould thus be selected for pairing and/or connection based on acomparison of the RSSI or the like to a threshold value. Likewise, afield of discoverable display devices 310 and/or analyte sensor systems308 could be narrowed by filtering out those devices whose RSSI does notsurpass a threshold. In another example, the pair of a display device310 and analyte sensor system 308 having the lowest BER could beselected for pairing.

Either analyte sensor system 308 or display device 310 or both canmonitor signals, generate derivatives therefrom, and determine whetherthe signals meet a set of selection criteria being employed. In somecases, different selection criteria may be used depending on the devicemonitoring the signal and/or depending on the device sending the signal.With respect to RSSI, both analyte sensor system 308 and display device310 may be used to determine the RSSI or a like derivative of signalsreceived. One or more of the respective RSSI values can then be sharedas between analyte sensor system 308 and display deice 310 and compared.If in agreement or within a predetermined range of one another, RSSIpairing can be confirmed. The determination of whether the RSSI valuesare in agreement can be performed at the analyte sensor system 308,display device 310, or both. By way of illustration, a first RSSI valuemay be calculated at display device 310 based on a signal received fromanalyte sensor system 308. A second RSSI value may be calculated atanalyte sensor system 308 based on an at least similar signal receivedfrom display device 310. The first RSSI value may then be sent toanalyte sensor system 308 for comparison to the second RSSI value,and/or the second RSSI value may then be sent to display device 310 forcomparison to the first RSSI signal. Agreement between the first/secondRSSI values can then be used to confirm pairing.

FIG. 10D illustrates an example of how characteristics of a received ordetected signal may be used for functionality related to deviceidentification, selection, and/or pairing. Namely, FIG. 10D showsarrangement 1020 a that includes analyte sensor systems 308 a and 308 band display devices 310 a. Analyte sensor systems 308 a, 308 b areconnectable to display devices 310 a, 310 b via communication medium305, including by employing various connection models discussed herein.

Display device 310 a is connectable to analyte sensor system 308 a bylink 1032 a (e.g., signals may be passed between analyte sensor system308 a and display device 310 via link 1032 a). Link 1032 a may representvarious arrangements and/or configurations described herein. Forexample, link 1032 a may be associated with a distance between analytesensor system 308 a and display device 310 a. In some cases, link 1032 amay be associated with signal or path conditions (e.g., signal strength,fading, etc.) as between display device 310 a and analyte sensor system308 a. Display device 310 a is connectable to analyte sensor system 308b by link 1032 d (e.g., via communication medium 305). Here again, link1032 d may be associated with a distance and/or with signal or pathconditions. Display device 310 b is connectable to analyte sensor system308 a by link 1032 b and to analyte sensor system 308 b by link 1032 c.

As further illustrated in FIG. 10D, arrangement 1020 a in this examplemay result in measurement profile 1030 a. Namely, with respect tomeasurement profile 1030 a, FIG. 10D shows upper and lower thresholds1024 and 1026, as well as threshold delta 1028 that, in this example,represents a difference between upper and lower thresholds 1024 and1026. Such a difference may be determined by comparing two signals orderivatives of the signals to one another. Furthermore, measurementvalues are shown that correspond to each of links 1032 a through 1032 d.More specifically, measurement values 1034 a through 1034 d are shownrespectively for measurements 1022 a through 1022 d, where measurements1022 a through 1022 d correspond respectively to links 1032 a through1032 d. That is, for example, measurement value 1034 a for measurement1022 a corresponds to link 1032 a, and so on. As shown in thisparticular example illustration, measurement values 1034 a and 1034 dare within upper and lower thresholds 1024 and 1026 (e.g., measurementvalue 1034 a meets or is above first threshold 1026 but is below secondthreshold 1024), whereas measurement value 1034 b is below lowerthreshold 1026 and measurement value 1034 c is above both upper andlower thresholds 1024 and 1026.

Upper and lower thresholds 1024 and 1026 may be employed in various waysin accordance with embodiments of the present disclosure. For example,referring to both the first and second tiers or levels of userinteraction, either or both of upper and/or lower thresholds 1024 and1026 may be used in connection with a manual or semi-automaticidentification, selection, pairing, and/or connection processes. Withrespect to the more manual process discussed above, for example, upperand/or lower thresholds 1024, 1026 may be employed to filter out analytesensor systems 308 and/or display devices 310 from appearing on auser-presentable list of devices available for connection (e.g.,discoverable devices). In this regard, for example with respect toanalyte sensor system 308 a, display device 310 b could be filtered outsince measurement value 1034 b falls below lower threshold 1026.Alternatively or in addition, upper and/or lower thresholds 1024, 1026may be employed to automatically select a particular analyte sensorsystem 308 and/or display device 310 where information about theselected devices can then be presented to the user for manualverification (e.g., via GUI 340). With respect to display device 310 b,for example, analyte sensor system 308 b may be selected sincemeasurement value 1034 c is above upper threshold 1024.

In embodiments, once a particular analyte sensor system 308 and/ordisplay device 310 is initially selected, then a relatively simpleand/or quick input, task, action, and/or event may be provided,performed, and/or take place to confirm/validate that the selection isappropriate/desirable. For example, following an initial selection, theuser may be prompted (e.g., via GUI 340 and/or other means, such asaudio and/or haptic feedback) to perform such tasks and/or provide suchinputs or the like. In example implementations involving derivatives ofsignals where the derivatives are based on RSSI measurements, oncedisplay device 310 and analyte sensor system 308 are initially selectedfor pairing/connection, the user may be prompted to move display device310 closer to or further from analyte sensor system 308. Examples of howthese features may be used in connection device selection/pairing/etc.will now be provided with reference to FIGS. 10A-10E.

FIG. 10A illustrates arrangement 1000 a of analyte sensor system 308 anddisplay device 310. As shown, analyte sensor system 308 is connectableto display device 310 via communication medium 305 and is connectable todisplay device 310 by link 1012 a. FIG. 10A also illustrates measurementprofile 1010 a that may result from environment 1000 a. In particular,with respect to measurement profile 1010 a, FIG. 10A includes upper andlower thresholds 1004 and 1006, as well as threshold delta 1008 that, inthis example represents a difference between upper threshold 1004 andlower threshold 1006. Moreover, in measurement profile 1010 a,measurement value 1014 a for measurement 1002 a corresponds to link 1012a between display device 310 and analyte sensor system 308 (e.g., wheremeasurement value 1014 a may be a derivative related to RSSI as betweenanalyte sensor system 308 and display device 310). It should beappreciated that the measurement values herein may be or represent, ormay be used to generate, derivatives of a signal received via a link(e.g., link 1012 a, etc.).

In measurement profile 1010 a, measurement value 1014 a is within upperand lower thresholds 1004 and 1006. That is, in this example,measurement value 1014 a meets or exceeds (or is above) lower threshold1006 but falls below (or is below) upper threshold 1004. In exampleimplementations, because measurement value 1014 a meets or is abovelower threshold 1006, display device 310 and/or analyte sensor system308 may be initially identified/selected. In embodiments, at this point,the user can be prompted (e.g., graphically, audibly, haptically, or oneor more of these in combination) to bring display device 310 closer toanalyte sensor 308 to confirm/verify the initial selection.Alternatively, the user can be prompted to move display device 310farther away from analyte sensor 308 to confirm/verify the initialselection. These two scenarios will be further described in connectionwith FIGS. 10B and 10C.

FIG. 10B illustrates arrangement 1000 b of analyte sensor system 308 anddisplay device 310. As shown, analyte sensor system 308 is connectableto display device 310 via communication medium 305 and by link 1012 b.In example implementations, arrangement 1000 b can result from the userbeing prompted to move display device 310 closer to analyte sensor 308relative to arrangement 1000 a shown in FIG. 10A. Where applicable, thismay be illustrated by the relative representations of links 1012 a/b.Correspondingly shown in measurement profile 1010 b is measurement value1014 b for measurement 1002 b (e.g., which may be used to generate orobtain a derivative of a signal received via link 1012 b) correspondingto link 1012 b between display device 310 and analyte sensor system 308.Further shown in measurement profile 1010 b is measurement value 1014 aand measurement delta 1016 a that, in this example, represents adifference between measurement values 1014 b and 1014 a. With respect tothe measurement values described herein, in some cases, the user may beprompted to maintain a particular arrangement for a duration of timesuch that more accurate measurement values can be obtained. Once theduration of time has elapsed and/or an accurate measurement has beenobtained, for example, the user may be notified by display device 310and/or analyte sensor system 308 via audible, visual, and/or hapticfeedback.

With respect to transitioning from arrangement 1000 a to arrangement1000 b, several techniques may be employed in order to confirm/validatean initial selection/identification of display device 310 and analytesensor system 308. In embodiments, measurement value 1014 b may bemonitored/determined/obtained and compared to threshold 1004. As such,it may be determined that while for arrangement 1000 a measurement value1014 a fell below upper threshold 1004, in/after transitioning toarrangement 1000 b, measurement value 1014 b meets or is above upperthreshold 1004. Measurement value 1014 b having crossed upper threshold1004 (in a positive or negative direction) may be used to indicate thatthe initial identification for selection and/or selection for connectionwas suitable/appropriate. As alluded to, in embodiments, the changebetween measurement values 1014 b/a may be negative rather thanpositive. For example, measurement value 1014 b may be measuredinitially, where upper threshold 1004 is met or exceeded. Then the usermay be prompted to move display device 310 farther from analyte sensorsystem 308, thus transitioning to an arrangement like arrangement 1000 awhere measurement value 1014 a is below upper threshold 1004.

Another technique that may be employed in example implementationsinvolves comparing measurement delta 1016 a or the like to a thresholdvalue. By way of illustration, a threshold value for a measurement deltamay be predetermined such that an initial identification for selectionor selection for connection is confirmed if measurement delta 1016 aexceeds the threshold value. In some cases, an absolute value of themeasurement delta can be used for comparison purposes, such thatmovement either closer to or farther away from analyte sensor system 308can be used to indicate that the initial identification/selection wassuitable/appropriate. In this manner, for example, a user moving displaydevice 310 a certain distance closer to or farther from analyte sensorsystem 308, where the distance moved is related in some way to theresulting change in measurement value (or a derivative of a signalreceived via the corresponding link) , can confirm/validate that theidentification/selection is appropriate. In some cases, use ofmeasurement delta 1016 a may be more robust than relying on the crossingthreshold 1004 for selection validation. In some cases, measurementdelta 1016 a may be set so as to avoid false positive validation basedon relatively minor fluctuations in measurement value 1014 a/b (e.g.,due to noise, reflections, and/or inadvertent movements). In some casesmultiple measurement deltas may be employed in order to confirm pairing.For example, in addition to using a first measurement delta 1016 a inconnection with a first and second arrangement, a second measurementdelta can be determined in connection with second and thirdarrangements. The first and second measurement deltas can then becompared, and if at least within a predetermined range of one another,pairing can be confirmed. The multiple measurement deltas can be used inconnection with moving a display device 310 closer to analyte sensorsystem 308 and then farther away therefrom, or vice versa.

FIG. 10C illustrates arrangement 1000 of analyte sensor system 308 anddisplay device 310. As shown, analyte sensor system 308 is connectableto display device 310 via communication medium 305 and is connectable todisplay device 310 by link 1012 c. FIG. 10C will be referenced inconnection with various embodiments of the present disclosure involvingconfirming/validating an initial selection or identification of displaydevice 310 and analyte sensor system 308, in particular where a moderateamount of user interaction is considered suitable.

In example implementations, arrangement 1000 c can result from the userbeing prompted to move display device 310 farther from analyte sensor308 relative to arrangement 1000 a shown in FIG. 10A. This isillustrated by the relative representations of links 1012 a/c.Correspondingly shown in measurement profile 1010 c is measurement value1014 c for measurement 1002 c corresponding to link 1012 c (e.g.,measurement value 1002 may correspond to a distance between displaydevice 310 and analyte sensor system 308 and/or radio conditions such asa path between display device 310 and analyte sensor system 308). Insome cases first and second links may physically be the same in terms ofdistance, transmission, radio conditions generally, etc., but may berepresented or referred to at different instances in time and thusreferred to as being different links. For example a signal may be sentacross a first link at a first time, and the signal being sent at asecond time across the same physical link (e.g., in terms of distanceetc.) may be referred to as being sent via a second link due to thedifferent in time. Further shown in measurement profile 1010 c ismeasurement value 1014 a and measurement delta 1016 b that, in thisexample, represents a difference between measurement values 1014 a and1014 c.

With respect to transitioning from arrangement 1000 a to arrangement1000 c, several techniques may be employed in order to confirm/validatean initial selection/identification of display device 310 and analytesensor system 308. In embodiments, measurement value 1014 c may bemonitored/determined and compared to lower threshold 1006. As such, itmay be determined that while for arrangement 1000 a measurement value1014 a met or been above lower threshold 1006, in/after transitioning toarrangement 1000 c measurement value 1014 c falls below lower thresholdvalue 1006. Measurement value 1014 c having crossed lower threshold 1006(in a positive or negative direction) may be used to indicate that theinitial identification/selection was suitable/appropriate. As alludedto, in embodiments, the change between measurement values 1014 c/a maybe positive rather than negative. For example, measurement value 1014 cmay be measured initially, where lower threshold 1006 is not exceeded.Then the user may be prompted to move display device 310 closer toanalyte sensor system 308, thus transitioning to an arrangement likearrangement 1000 a where measurement value 1014 a exceeds lowerthreshold 1006. As described in connection with FIGS. 10A and 10B, ameasurement delta can also be employed here.

With further reference to FIGS. 10A-10C, additional features of thepresent disclosure relating to confirming/validating an initialselection/identification of display device 310 and analyte sensor system308 will now be described. In particular, a multi-step process may beused for confirmation/validation. For example, it may first bedetermined that measurement value 1014 a meets or is above lowerthreshold 1006 but not upper threshold 1004. The user may then beprompted to move display device 310 relatively close to analyte sensorsystem 308. In some cases, the prompt may be to move display device 310very close, or to a defined position relative to the user's body and/oranalyte sensor system 308, for example to the user's hip or abdomen,etc., or for example within six inches or the like of analyte sensorsystem 308. This may result in measurement value 1014 b, which meets oris above upper threshold 1004, and may also result in measurement delta1016 a.

Next, in response to upper threshold 1004 being met or exceeded, theuser may be prompted to move display device 310 farther away fromanalyte sensor system 308. In embodiments, the prompt may be to movedisplay device 310 roughly an arm's length away or the like, or adefined position relative to the user's body or a certain distance awayfrom the initial position (e.g., 24 inches). This may result inmeasurement value 1014 c, which is below lower threshold 1006, and mayresult in measurement delta 1016 c. The sequence of first crossing upperthreshold 1004 (e.g., in a positive direction) and then crossing lowerthreshold 1006 (e.g., in a negative direction) with respect tomeasurement values, can thus be used to confirm/validate an initialselection/identification of display device 310 and analyte sensor system308. Conversely, a sequence involving first crossing lower threshold1006 (e.g., in a negative direction) and then crossing upper threshold1004 (e.g., in a positive direction), can likewise be employed.

Many variations to the above are contemplated in connection with thepresent disclosure. For example, in some cases, in an initialarrangement (e.g., arrangement 1000 b), display device 310 may bepositioned relatively close to analyte sensor system 308 such thatmeasurement value 1014 b or the like may exceed upper threshold 1004.For example, the user may be holding display device 310 very close toanalyte sensor system 308. This may occur, for example, if analytesensor system 308 is placed on the user's abdomen and the user removesdisplay device 310 from the user's front pocket near the user's abdomen.Here, one single measurement or derivative (e.g., RSSI measurement basedon close proximity of display device 310 and analyte sensor system 308may not be sufficient to perform accurate identification/selection). Inthis case, it may not be feasible for the user to move display device310 closer to analyte sensor system 308. Thus, the user may first beprompted to move display device 310 away from analyte sensor system 308,for example far enough away that a threshold such as lower threshold1006 is crossed and measurement value 1014 c or the like is obtained.Then, the user may be prompted to move display device 310 closer toanalyte display device 310, essentially restoring arrangement 1000 bsuch that upper threshold 1004 is crossed and measurement value 1014 bor the like is obtained.

Accordingly, and as described above, example solutions involve employingmultiple thresholds. For example, if the detected RSSI meets or is aboveupper threshold value 1004 (e.g., when display device 310 and analytesensor system 308 are relatively close), display device 310 may beconfigured to prompt the user to move display device 310 farther awayfrom analyte sensor system 308. In some cases, the user is prompted tomove display device 310 farther away until the RSSI is below lowerthreshold 1006. Or vice versa. In some cases, a measurement value beingbelow lower threshold 1006 may be referred to as the measurement valuemeeting lower threshold 1006. Based on the two measurements, furtheroperations can be implemented to confirm RSSI pairing. For example,upper and lower thresholds 1004 and 1006 can be compared to one another.Alternatively, threshold delta 1008 (which, e.g., may be an effectivedifference between the thresholds) between upper and lower thresholds1004 and 1006 can be calculated. Or, both of these operations can becombined. If the measurements or calculations derived therefrom meetcertain requirements, RSSI pairing can be confirmed.

With respect to example implementations employing threshold and/ormeasurement deltas for purposes of validation/confirmation, variousconfigurations are contemplated in connection with the presentdisclosure. In embodiments, as mentioned above, a threshold delta can beused for validation confirmation. For example, with reference to FIGS.10A and 10B, measurement value 1014 a may be obtained in connection witharrangement 1000 a. Then, display device 310 may be arranged intoarrangement 1000 b and measurement value 1014 b can be obtained.Measurement delta 1016 a may then be compared to a threshold delta, andif the threshold delta is exceeded, pairing can be confirmed.

In embodiments, the threshold delta may be set in conjunction with themanufacturing and/or setup process of analyte sensor system 310. Forexample, the threshold delta may initially be set based on an expectedor average delta in a measurement value. With respect to RSSI-basedpairing techniques, the threshold delta may be set based on expected usecases for pairing of display device 310 and analyte sensor system 308.One example expected use case is the user removing display device 310from the user's pocket or other typical location and holding displaydevice 310 out for viewing or the like. A typical user taking suchaction may result in a position change of display device 310 orapproximately 16 inches, by way of example. Accordingly, an initialvalue for the threshold delta may be set to the expected change in RSSIcorresponding to a position change of a value around 16 inches. In somespecific examples by way of illustration, the change in RSSI may beapproximately 20 dBm (e.g., +20 dBm if the devices are moved closer toone another or −20 dBm if the devices are moved farther away from oneanother). In embodiments, the initial value for the threshold delta maybe determined based on the nature of aspects of analyte sensor system308. For example, if aspects of analyte sensor system 308 such as sensor10 are made variable (e.g., in terms of size) based on characteristicsof an expected user, the value initially established for the thresholddelta may likewise be varied (e.g., to accommodate an expected positionchange based on a difference in user size). In some cases, the thresholddelta may be based on device type of display device 310.

It will be appreciated, however, that other display devices 310 may bein range of analyte sensor system 308 and may be changing positionsrelative to the same, thus potentially generating changes in RSSI thatcould satisfy the established threshold delta. To focus on displaydevice 310 appropriate/suitable for pairing, additional features may beused in conjunction with the threshold delta. For example, upperthreshold 1004 may be employed to determine whether at closer position,the measurement value (e.g., measurement value 1014 b) exceeds upperthreshold 1004. In another example, a determination may be made as towhether upper threshold 1004 and/or lower threshold 1006 is crossed as aresult of rearranging display device 310. Alternatively or in addition,various measurement values can be compared to one another and thelargest value can be chosen (e.g., in conjunction with a threshold deltadetermination or otherwise). The applied features or set of criteria maybe adapted based on environmental conditions, such as the number ofdisplay devices 310 in range of analyte sensor system and/or themeasurement values detected for one or more display devices 310.

In example implementations, the initially established threshold deltamay be adapted and/or reprogrammed/recalibrated after deployment ofanalyte sensor system 308. By way of illustration, during setup ofanalyte sensor system 308, user information/characteristics may bedetermined (e.g., based on input received by analyte sensor system 308),including with respect to the user's size, for example. This informationmay be used to tailor the initial threshold delta for the user, e.g.,based on the user's size or expected device usage. In embodiments, aprofile may be established based on analyzing instances ofvalidation/confirmation over time, and the profile may then be used toadjust the initially established threshold delta. For example, where theinitially established threshold delta may have been set to 16 inches,the user may most frequently keep display device 310 on the user'soffice desk further away. After storing/analyzing information regardinginstances of validation/confirmation over time, the threshold delta maybe modified based on the user's actual behavior and/or confirmation ofdevices, such that the, for example, the threshold delta can beincreased to 20 inches.

The following is a specific example of operations that may be used forconfirming/validation an initial identification/selection usingmeasurement such as RSSI. First, the user may connect analyte sensor 10to sensor electronics module 12 of analyte sensor system 308 (withreference to, e.g., FIGS. 2A, 2B). Analyte sensor system 308 can thenbegin sending advertisement messages (with reference to, e.g., FIG. 7Aand/or FIG. 7J). Next, display device 310 receives an advertisementmessage from analyte sensor system 308. This could occur, for example,in connection with arrangement 1000 a (with reference to FIG. 10A). Byway of illustration, measurement value 1014 a, corresponding in thiscase to RSSI, may be approximately −20 dBm. For example, measurementvalue 1014 a may be a derivative of a signal received via link 1012 a.

Display device 310 may then, based on measurement value 1014 a exceedinglower threshold 1006, notify the user that there is a discoverableanalyte sensor system 308 available for connection. A user notificationfrom display device 310 can include, for example, one or more of avisual indicator such as a light or screen/display effect, banner, orpopup; an auditory indicator such as a beep or other sound; and/orhaptic feedback. The notification can originate from analyte sensorsystem 308, display device 310, or both. Display device 310 may thenprompt the user to, for example, move display device 310 closer toanalyte sensor system 308.

The user may then move display device 310 closer to analyte sensorsystem 308. In embodiments, this may entail changing the position ofdisplay device 310 or analyte sensor system 308 or both. This mayresult, for example, in arrangement 1000 b (with reference to FIG. 10B).By way of illustration, measurement value 1014 b, corresponding in thiscase to a derivative based of a signal based on RSSI, may beapproximately 0 dBm. Based on measurement value 1014 b exceeding upperthreshold 1004 (or, for example, measurement delta 1016 a exceeding athreshold delta), display device 310 may validate/confirm theidentification/selection and notify the user of the same.

In embodiments, identification/selection can be confirmed/validated witha moderate amount of user interaction and based on various factors inaddition or alternatively to the RSSI measurement values. For example,it may be determined that display device 310 has identified and/orconnected to analyte sensor system 308 previously (e.g., by way of theabove steps for RSSI pairing or through other operations describedherein with respect to identification/selection), andvalidation/confirmation can be based on this determination. It will alsobe appreciated that the above example operations can be used to connectdisplay device 310 with a desired analyte sensor system 308, even in theevent that there are multiple analyte sensor systems 308 within range ofdisplay device 310 and/or event in the event that there are multipledisplay devices 310 within range of analyte sensor system 308.

Referring again to FIG. 10D, arrangement 1020 a and measurement profile1030 a are illustrated. In some cases, multiple analyte sensor systems308 a, 308 b may attempt to connect to a single display device (e.g.,display device 310 a). For example, in a doctor's office, two patientsmay be using respective analyte sensor systems 308 a and 308 b and berelatively close in proximity to one another, and both patients may haverespective display devices 310 a and 310 b. Because of the proximity ofanalyte sensor systems 308 a, 308 b to display devices 310 a, 310 b,both analyte sensor systems 308 a, 308 b may attempt to connect to oneof the display devices 310 a and 310 b. In particular, with reference toarrangement 1020 a and measurement profile 1030 a, measurement values1034 a, 1034 c, and 1034 d may all be identified initially as indicatingconnections that may be established, for example, due to the proximityof display device 310 a to analyte sensor system 308 a (e.g.,corresponding to measurement value 1034 a) and analyte sensor system 308b (e.g., corresponding to measurement value 1034 d), and display device310 b to analyte sensor system 308 b (e.g., corresponding to measurementvalue 1034 d). Whereas each of these measurement values exceedsthreshold 1006, measurement value 1034 b falls below threshold 1006, andthus analyte sensor system 308 a may not be identified as beingavailable for connection to display device 310 b. In such circumstances,it may be more difficult for one of the display devices 310 a, 310 b todetermine which analyte sensor system 308 a, 308 b is appropriate forconnection, and due to the proximity of multiple devices, a single RSSImeasurement may be insufficiently for pairing.

Accordingly, in embodiments of the present disclosure, for example,display device 310 a can determine measurement values 1034 a and 1034 d(e.g., based on RSSI) for signals received from each of analyte sensorsystems 308 a and 308 b and differentiate between the two analyte sensorsystems 308 a and 308 b based on one of the measurement values exceedinga predetermined, adjustable, programmable, or adaptable threshold, suchas upper threshold 1024 and/or lower threshold 1026. Alternatively, forexample, display device 310 a can compare the two measurement values(e.g., RSSI or a derivatives signal received via links) to one anotherand select analyte sensor system 308 a associated with the larger of thetwo values (here measurement value 1034 a, which may be an RSSI value).

In some cases, for example, both measurement values 1034 a and 1034 d)(e.g., which may be RSSI values) exceed lower threshold 1026 and/or maybe relatively close in magnitude, and thus display device 310 a may notbe able to easily differentiate between analyte sensor systems 308 a and308 b based on measurements from one arrangement alone. Likewise, insome cases, analyte sensor system 308 a may not be able to distinguishbetween display devices 310 a, 310 b using measurements for a singledevice arrangement.

One way of differentiating between devices involves moving one or moredevices, as alluded to above in connection with FIGS. 10A-10C. Withreference to FIGS. 10D and 10E, for example, in arrangement 1020 b,display device 310 a has been moved relatively close to analyte sensorsystem 308 a in comparison to arrangement 1020 a. As a result,measurement value 1034 a′ has increased according to measurement delta1036 a related to the distance change between links 1032 a′ and 1032 a.Measurement delta 1036 a may be compared to a threshold delta and basedon the comparison it may be determined that display device 310 a isvalidated/confirmed for pairing. Further, although measurement value1034 d′ has also increased relative to measurement value 1034 d, thisincrease is relatively small, and could be distinguished by comparisonto a threshold delta. In embodiments, additional comparisons toadditional thresholds described herein may be employed. In embodiments,if no conditions are satisfied that may confirm/validate aselection/identification, one or more of the thresholds (includingthreshold deltas) can be adjusted and measurements can be retaken.

In embodiments, as alluded to above, a threshold delta may be employedsuch that pairing is confirmed when display device 310 and analytesensor system are brought closer together such that the threshold deltais met or exceeded by the change in the measurement values, and thendisplay device 310 and analyte sensor system moved farther apart suchthat the threshold delta is again met or exceeded by the change in themeasurement values. Here, an absolute value of the threshold delta maybe employed. In some cases, rather than being based on the thresholddelta being exceeded in both directions, pairing may be based on thethreshold delta being met within a range or margin of error. Forexample, this may represent the distance moved in a first direction(e.g., closer) being close to or the same as a distance moved in thenegative direction (e.g., farther away). Moving closer and then fartheraway or vice versa may be detected by obtaining derivatives of signalsreceived at the links corresponding to the closer arrangement and thefather away arrangement, and determining, for example, that an upperthreshold was first crossed (in a positive direction) and then a lowerthreshold was crossed (in a negative direction). The converse could alsobe employed. Alternatively or in addition, moving closer and thenfarther away or vice versa may be detected by obtaining derivatives ofsignals received at the links corresponding to the closer arrangementand the father away arrangement, and determining, for example, that afirst difference between the derivatives (resulting from moving closer)at least meets a positive threshold delta and then a second differencein the derivatives (resulting from moving farther away) at least meets anegative threshold delta. The converse could also be employed. In somecases, where a threshold is being used to determine whether a derivativeof a signal has or derivatives of signals have crossed the threshold ina negative direction, a derivative falling below the threshold may beconsidered meeting or exceeding the threshold (e.g., in the negativedirection).

Another way of differentiating between analyte sensor systems 308 a, 308b is as follows. In embodiments, display device 310 a can scan anddetect identification information (e.g., identification numbers or thelike) for each of analyte sensor systems 308 a, 308 b and provide theavailable analyte sensor systems 308 a, 308 b, etc. and their respectiveidentification information to the user. The user can then use thedisplay device GUI 340 to select the analyte sensor system 308 a, 308 bwith the desired identification information.

Another potential issue involved in the selection/identification ofanalyte sensor systems such as analyte sensor system 308 arises from thepossibility that in some cases not all analyte sensor systems 308 a, 308b, etc. wake up or become active a uniform amount of time after analytesensor 10 is coupled to the sensor electronics module 12 of analytesensor system 308. That is, there may be a non-uniform time delaybetween the physical/electrical connection of sensor electronics module10 to analyte sensor 12, and the powering up of sensor electronicsmodule 12 and transmission of advertisement messages. As alluded to,this time delay can vary between analyte sensor systems 308 a, 308 b,etc.

This variance may result in, for example, display device 310 seeking toconnect to first analyte sensor system 308 a that has become active orwoken up, even though the appropriate analyte sensor system 308 b forconnection is second analyte sensor system 308 b that has not yet becomeactive or woken up. As such, display device 310 may connect to aless-than-preferred analyte sensor system 308 a instead of the preferredanalyte sensor system 308 b.

Accordingly, embodiments of the present disclosure involve a wake upcircuit that may be employed in analyte sensor systems 308 to implementa uniform wakeup time, or uniform time delay that occurs between thephysical/electrical connection of sensor electronics module 12 toanalyte sensor 10, and the powering up of sensor electronics module 12and transmission of advertisement messages (e.g., at operation 795 awith reference by way of example to FIG. 7J). The time delay may bevariable or programmable and may be set to a very small or zero value,such that wakeup occurs nearly immediately upon connecting analytesensor 10 to sensor electronics module 12. Or the time delay may berelatively larger. Regardless of the actual value of the time delay, thewakeup circuit may be employed to apply a uniform value across analytesensor systems 308 a, 308 b, etc. In this manner, for example, first andsecond analyte sensor systems 308 a, 308 b wake up or become active atroughly the same time, and display device 310 can select and connect tothe appropriate analyte sensor system 308 b, for example as describedabove in connection with various pairing techniques involving variousamounts of user interaction.

Yet another potential issue involved in the selection/identification ofanalyte sensor system 308 arises from side lobes that may be present onantennas of analyte sensor systems 308. These side lobes may createinterference between signals and affect the calculation of RSSI andother measurements, thus potentially hampering the above-describedsemi-automated measurement-based pairing techniques (e.g., includingtechniques involving RSSI).

In embodiments of the present disclosure, and in some cases particularlywhen a plurality of analyte sensor systems 308 are in geographicproximity to one another, out-of-band pairing may be used by displaydevice 310 for selection/identification of analyte sensor system 308 afrom among the plurality of analyte sensor systems 308 a, 308 b, etc.For example, near-field communications (NFC) may be used toselect/connect analyte sensor system 308 a and initiatepairing/connection therewith by display device 310 a.

In embodiments, other techniques may be employed forselection/identification of analyte sensor system 308 a from among theplurality of analyte sensor systems 308 a, 308 b, etc. Such techniquesmay include one or more of display device 310 a taking a photograph ofinformation borne on analyte sensor system 308 a that is desired to beselected/identified, scanning a bar or QR code from analyte sensorsystem 308 a or related packaging, using invisible ink on analyte sensorsystem 308 a and/or product packaging thereof, and using thermal ink onanalyte sensor system 308 a and/or packaging.

In embodiments, analyte sensor system 308 and/or display device 310 mayinclude an accelerometer, optical or infrared detector, microphone, orother sensor that can be used to aid in selecting/identifying analytesensor system 308 and/or display device 310. For example, display device310 can prompt the user to tap analyte sensor system 308 one or moretimes. This may cause analyte sensor system to begin sendingadvertisement messages. Subsequently, the user can initiateselection/identification of analyte sensor system 308 using RSSI oranother of the above-describe techniques. Alternatively or in addition,the input to the accelerometer, optical or infrared detector,microphone, or other sensor that can be used to confirm/validate thatthe selected/identified analyte sensor system (e.g., by RSSI pairing) isthe preferred device. In some embodiments, display device 310 may pairby selecting/identifying analyte sensor system 308 a from among theplurality of analyte sensor systems 308 a, 308 b, etc.,co-authenticating the analyte sensor system 308 a and mobileapplication, and further exchange keys for data encryption, securedconnection or links, and device privacy. In such embodiments, thedisplay device 310 may initially generate and exchange short-term keysusing modulated signals (e.g., modulated infrared signals), and theanalyte sensor system 308 a may employ a photo detector, a light pipe oran IR emitter to receive and decode or demodulate such signals.Following this, final keys exchange may be performed between the displaydevice and the analyte sensor system over a BLE link that is encryptedusing the short-term key.

In embodiments, gestures can be performed by the user holding displaydevice 310 in order to confirm/validate a selected/identified displaydevice and/or analyte sensor system. For example, by moving a device ina figure eight or the like, the user may confirm/validate aselection/identification. In embodiments, auditory input (e.g., voicerecognition) may be used for confirmation/validation of a device. Inembodiments, the user may also be instructed to tap or shake analytesensor 308 and/or display device 310 in order to triggervalidation/confirmation. Such gestures/accelerometer-based events maytrigger advertisements that may be limited in time so as to bedetectable and to potentially limit collisions caused by advertisementmessages.

With respect to the above-described features related to a moderateamount of user interaction, it should be appreciated that in some cases,the described techniques may be employed for the purposes ofidentifying/selecting devices in the first instance, and not merely forconfirming/validating an initial identification/selection.

FIGS. 13C to 13P provide operational flow diagrams illustrating variousoperations that may be performed in accordance with embodiments of thepresent disclosure, for example in connection with the second tier orlevel of user interaction described above. For illustration purposes,reference is made here to FIGS. 10A through 10E and numerals ofcomponents shown therein. Nevertheless, one of ordinary skill in the artwill appreciate upon studying the present disclosure that likecomponents from other FIGS. of the present disclosure may be included inthe scope of the present description of FIGS. 13C to 13P.

Embodiments shown in FIG. 13C involve aspects of method 1304 foridentifying a device for connection. At operation 1315A, method 1304involves display device 310 a receiving a first signal from analytesensor system 310 a among a set of analyte sensory systems 310 a, 310 b,etc. The first signal is received via a first link (e.g., link 1032 a).Operation 1315B involves the display device determining a derivative ofthe first signal (e.g., resulting in measurement value 1034 a).Operation 1315C involves display device 310 a identifying analyte sensorsystem 308 a for selection, based on the derivative of the first signal.

Turning now to FIG. 13D, embodiments involving aspects of method 1306,which includes further details regarding operation 1315C, mentionedabove with reference to FIG. 13C, are shown. As shown in FIG. 13D,operation 1315C may include at operation 1320A, comparing the derivativeof the first signal to a first threshold. Further, operation 1315C mayinclude at operation 1320B determining whether the derivative of thefirst signal at least meets the first threshold. At operation 1320C,method 1306 may involve selecting analyte sensor system 308 a forconnection, based on determining that the derivative of the first signalat least meets the first threshold.

Referring again to FIG. 13C, at operation 1315D, method 1304 may includedisplay device 310 a receiving a second signal from analyte sensorsystem 308 a (e.g., via first link 1032 a or second link 1032 a′).Operation 1315E involves display device 310 a determining a derivativeof the second signal. At operation 1315F, method 1304 may includeselecting analyte sensor system 310 a for connection, based on thederivative of the second signal.

FIG. 13E illustrates embodiments involving aspects of method 1308, whichincludes further details regarding operation 1315F, mentioned above withreference to FIG. 13C. As shown in FIG. 13E, operation 1315F may includeat operation 1325A, comparing the derivative of the second signal to asecond threshold. Further, operation 1315F may include at operation1325B determining whether the derivative of the second signal at leastmeets the second threshold. At operation 1325C, operation 1315Foptionally includes comparing the derivative to the first signal to thesecond threshold. At operation 1325D, operation 1315F may includedetermining whether the derivative of the second signal does or does notat least meet the second threshold.

FIG. 13F illustrates embodiments involving aspects of method 1312, whichincludes further details regarding operation 1315F, mentioned above withreference to FIG. 13C. As shown in FIG. 13F, operation 1315F may includeat operation 1330A, comparing the derivative of the second signal to thefirst threshold. Further, operation 1315F may include at operation 1330Bdetermining whether the derivative of the second signal at least meetsor does not at least meet the first threshold.

Embodiments shown in FIG. 13G involve aspects of method 1314 foridentifying a device for connection. At operation 1335A, method 1314involves display device 310 a receiving a first signal from analytesensor system 308 a among a set of analyte sensor systems 308 a, 308 b,etc. The first signal is received via a first link (e.g., link 1032 a).Operation 1335B involves the display device obtaining a derivative ofthe first signal (e.g., measurement value 1034 a). Method 1314optionally includes at operation 1335C display device 310 a sending afirst response signal to analyte sensor system 308 a via the first link.At operation 1335D, method 1314 may include display device 310 aobtaining (e.g., from analyte sensor system 308 a) a derivative of thefirst response signal. The derivative of the first response signal maybe generated by and received from analyte sensor system 308 a. Atoperation 1335E, method 1314 includes identifying analyte sensor system310 a for connection based the derivative of the first signal meeting orbeing above a lower threshold (e.g., lower threshold 1026). Theidentifying at operation 1335E may also be based on a comparison of thederivative of the first signal to the derivative of the first responsesignal. At operation 1335F, method 1314 optionally includes generatingan indication to configure display device 310 a according to a secondlink (e.g., link 1032 a′ in arrangement 1020 b). Operation 1315Cinvolves display device 310 a identifying analyte sensor system 308 afor selection, based on the derivative of the first signal. Operation1335G involves display device 310 a and/or analyte sensor system 308 aproviding the indication to the user of display device 310 a.

At operation 1335H, method 1314 may include display device 310 areceiving a second signal from analyte sensor system 308 a (e.g., via asecond link such as link 1032 a′). Operation 1335J involves displaydevice 310 a obtaining a derivative of the second signal (e.g., displaydevice 310 a may generate the derivative itself of may receive thederivative from analyte sensor system 308 a or another remote source).At operation 1335K, method 1314 may include display device 310 areceiving a third signal from analyte sensor system 308 a (e.g., via athird link). In some cases, the third link may be the same as, similarto, or within a predetermined window of values relative to the firstlink. Operation 1335L involves display device 310 a obtaining aderivative of the third signal. At operation 1335M, method 1314 mayinclude display device 310 a selecting analyte sensor system 308 forconnection, based on one or more of the derivatives of the first,second, and third signals. For example, display device 310 a may selectanalyte sensor system 308 for connection based on one or more of: thederivative of the first signal meeting or being above an upper threshold(e.g., upper threshold 1024); the derivative of the first signal notmeeting or being above the upper threshold; the derivative of the secondsignal meeting or being above the upper threshold; the derivative of thethird signal being below the lower threshold (e.g., threshold 1026); acomparison of the derivative of second signal to the derivative of thefirst signal or vice versa; the derivative of the first signal meetingor exceeding the upper threshold and the derivative of the second signalbeing less than the derivative of the first signal; the derivative ofthe second signal meeting or exceeding the upper threshold and thederivative of the first signal being less than the derivative of thesecond signal; a comparison of the derivative of the third signal andthe derivative of the second signal; etc.

Embodiments shown in FIG. 13H involve aspects of method 1316 foridentifying a device for connection. At operation 1340A, method 1314involves analyte sensor system 308 a receiving a first signal fromdisplay device 310 a among a set of display devices 310 a, 310 b, etc.The first signal is received via a first link (e.g., link 1032 a). Atoperation 1340B, method 1316 optionally includes analyte sensor system308 a obtaining a derivative of the first signal (e.g., measurementvalue 1034 a). At operation 1340C, method 1316 may include analytesensor system 308 a sending a response signal. At operation 1340D,method 1316 may include analyte sensor system 308 a obtaining aderivative of the response signal (e.g., from display device 310 a). Thederivative of the response signal may be used in a similar fashion asdescribed in connection with FIG. 13G. At operation 1340E, method 1316includes analyte sensor system 308 a selecting display device 310 a forselection, based on the derivative of the first signal meeting or beingabove a lower threshold (e.g., lower threshold 1026). This selecting mayadditionally be based on the derivative of the response signal, similarto the manner described above with regard to FIG. 13G.

At operation 1340F, method 1316 may include generating an indication toconfigure display device 310 a according to a second link (e.g., link1032 a′). The indication may be generated based on the derivative of thefirst signal being below an upper threshold (e.g., threshold 1024). Thisindication may in some cases be based on the derivative of the firstsignal meeting or being above an upper threshold (e.g., threshold 1024).Method 1316 may include at operation 1340G sending the indication todisplay device 310 a for the indication to be provided to a user ofdisplay device 310 a. In embodiments, analyte sensor system 308 a mayprovide the indication directly to the user (e.g., visually, audibly,and/or haptically, etc.).

At operation 1340H, method 1316 optionally includes analyte sensorsystem 308 a receiving a second signal from display device 310 a (e.g.,via the first or second link). Operation 1340J involves analyte sensorsystem 308 a obtaining a derivative of the second signal. At operation1340K, method 1316 may include analyte sensor system 308 a receiving athird signal from display device 310 a (see, e.g., the description ofthe third link set forth above in connection with FIG. 13G). Operation1340L involves analyte sensor system 308 a obtaining a derivative of thethird signal. Embodiments or method 1316 include at operation 1340Mgenerating a representation of user input from an accelerometer.

At operation 1340N, method 1316 optionally includes selecting displaydevice 310 a for connection. This selecting may be based on one or moreof: the derivative of the first signal meeting or being above the upperthreshold; the derivative of the second signal being below the lowerthreshold; the derivative of the second signal meeting or being abovethe upper threshold; the derivative of the first signal not meeting orbeing above the upper threshold; the derivative of the third signalbeing below the lower threshold; a comparison of the derivative of thesecond signal to the derivative of the first signal; the derivative ofthe first signal meeting or exceeding the upper threshold and thederivative of the second signal being less than the derivative of thethird signal or vice versa; a comparison of the derivative of the thirdsignal and the derivative of the second signal; the representation ofthe user input from the accelerometer; etc.

Embodiments shown in FIG. 13J involve aspects of method 1318 foridentifying a device for connection. At operation 1345A, method 1318optionally includes display device 310 a prompting a user to physicallycontact analyte sensor system 308 a in order to trigger analyte sensorsystem 308 a to send a first signal to display device 310 a. Atoperation 1345B, method 1318 includes display device 310 a obtaining aderivative of a first signal received via a first link (e.g., first link1032 a). Operation 1345C involves display device 310 a generating anidentification for selection. This generating may be based on thederivative of the first signal meeting or being above a lower threshold(e.g., lower threshold 1026).

Method 1318 optionally includes at operation 1345D generating anindication to configure display device 310 a according to a second link(e.g., link 1032 a′ in arrangement 1020 b). This generating may be basedon the derivative of the first signal being below an upper threshold(e.g., upper threshold 1024). Alternatives, this generating may be basedon the derivative of the first signal meeting or being above the upperthreshold. The indication may include, for example, an instruction forthe user to move display device 310 a closer to analyte sensor system308 a. At operation 1345E, method 1318 may include sending theindication to display device 310 a for the indication to be provided toa user of display device 310 a (e.g., via GUI 340).

At operation 1345F, embodiments of method 1318 include display device310 a obtaining a derivative of a second signal (e.g. received via thesecond link or the first link). At operation 1345G, method 1318 mayinclude display device 310 a obtaining a derivative of a third signal.The third signal may be received via a third link, which may besubstantially similar in nature to the third link described above.

At operation 1345H, method 1318 may include presenting a prompt for theuser to provide user input to an accelerometer (e.g., by tapping theaccelerometer of a device housing the accelerometer, such as analytesensor system 308 a and/or display device 310 a). At operation 1345J,method 1318 may include receiving a representation of user input intothe accelerometer.

Method 1318 may include at operation 1345K display device 310 agenerating a selection for connection. This generating may be based onone or more of: the derivative of the first signal meeting or beingabove the upper threshold; the derivative of the second signal beingbelow the lower threshold; the derivative of the second signal meetingor being above the upper threshold; the derivative of the first signalnot meeting or being above the upper threshold; the derivative of thethird signal meeting or being above the upper threshold; a comparison ofthe derivative of the second signal and the derivative of the firstsignal; the derivative of the first signal meeting or exceeding theupper threshold and the derivative of the second signal being less thanthe derivative of the first signal or vice versa; a comparison of thederivative of the third signal and the derivative of the second signal;the derivative of the second signal meeting or exceeding the upperthreshold and the derivative of the third signal being greater than thederivative of the second signal or vice versa; etc.

Embodiments shown in FIG. 13K involve aspects of method 1322 foridentifying a device for connection. At operation 1350A, method 1322includes display device 310 a obtaining a derivative of a first signalreceived via a first link (e.g., first link 1032 a). Operation 1350Binvolves display device 310 a obtaining a derivative of a second signalreceived via a second link (e.g., link 1032 a′). At operation 1350C,method 1322 optionally includes calculating a difference between thederivative of the first signal and the derivative of the second signal.Operation 1350C involves generating a comparison of the derivative ofthe first signal and the derivative of the second signal, for example bycomparing the difference or an absolute value of the difference to apredetermined value (e.g., a threshold delta). At operation 1350E,method 1322 optionally includes display device 310 a obtaining aderivative of a third signal received via a third link. At operation1350F, method 1322 may include calculating a difference between thederivative of the third signal and the derivative of the second signal.In such cases a comparison between the difference between the derivativethird signal and the derivative of the second signal (e.g., a seconddifference), and the difference between the derivative first signal andthe derivative of the second signal (e.g., a second difference), may begenerated.

Operation 1350G involves display device 310 a generating a selection forconnection. This generating may be based on one or more of: thecomparison of the derivative of the first signal and the derivative ofthe second signal; the comparison of the derivative of the second signaland the derivative of the third signal; the comparison of the first andsecond differences; etc.

In sum, with respect to the second tier of user interaction, maycombinations of the above-described features may be employed dependingupon the applicable use case.

A third tier or level of user interaction involved in theselection/identification of analyte sensor system 308 and/or displaydevice 310 may be associated with a minimal amount of user interaction.In one example, an application (e.g., analyte sensor application 330)may be downloaded to or resident on display device 310 and/or in somecases analyte sensor system 308. Application 330 can monitor theduration of a connection established between display device 310 andanalyte sensor system 308 and determine that analyte sensor system 308is preferred based on the duration of the connection. For example, ifdisplay device 310 and analyte sensor system 308 remain connected forlonger than a predetermined, adjustable, adaptable, or programmableamount of time (e.g., 1 hour), then application 330 may determine thatdisplay device 310 has selected/identified the appropriate analytesensor system 380 for connection.

FIG. 13L provides an operational flow diagram illustrating variousoperations that may be performed in accordance with embodiments of thepresent disclosure, for example in connection with the third tier orlevel of user interaction described above. For illustration purposes,reference is made here to FIGS. 10A through 10E and numerals ofcomponents shown therein. Nevertheless, one of ordinary skill in the artwill appreciate upon studying the present disclosure that likecomponents from other FIGS. of the present disclosure may be included inthe scope of the present description of FIG. 13L.

Embodiments shown in FIG. 13L involve aspects of method 1324 foridentifying a device for connection. At operation 1355A, method 1334includes display device 310 a of a set of display devices 310 a, 310 b,etc. establishing a connection with analyte sensor system 308 a of a setof analyte sensor systems 308 a, 308 b, etc. At operation 1355B, method1334 includes display device 310 a generating a confirmation forconnection to analyte sensor system 308 a based on a duration of theconnection exceeding a pre-determined, programmable, adaptable, and/orvariable amount of time.

A fourth tier or level of user interaction involved in theselection/identification process may be associated with an adjustable,variable, and/or hybrid amount of user interaction. In one example,application 330 may be downloaded to or resident on display device 310.Operation according to the fourth tier of user interaction may involveemploying combinations of the various techniques described above withrespect to tiers one through three. In one specific example, the searchand select method of tier one may be used and combined with the RSSIpairing described in tier two and/or other of the techniques describedin connection with tiers two and three. Furthermore, the applicableamount of user interaction may be adjusted on the fly if, for example,no discoverable devices are successfully paired, if connections areinterrupted unexpectedly or more often than expected, based on useinput, based on performance characteristics gleaned over periods of timeand from multiple systems, etc.

Some embodiments related to the tiers or levels of user interactioninvolved in the selection/identification process will now be described.In this respect, embodiments include display device 310 scanning foranalyte senor systems 308 a, 308 b, etc. in the vicinity of ordiscoverable to display device 310 and monitoring analyte senor systems308 a, 308 b, etc. to ascertain whether and how to establish connectionwith the same.

By way of example, display device 310 may receive advertisement messagesfrom analyte sensor 308 a, where one or more analyte sensor systems 308a, 308 b, etc. may be in the vicinity of or discoverable to displaydevice 310. Advertisement messages may also be received from analytesensor systems 308 b, etc. in certain situations. Display device 310 maythen obtain a derivative (e.g., RSSI) of a first signal received fromany of analyte sensor systems 308 a, 308 b, etc., and use the derivativeand a condition (e.g., a threshold for the derivative) to identify andgenerate a selection for connection. In embodiments, the received signalmay be the advertisement messages sent by sensor systems 308 a, 308 b,etc. Based on certain conditions, display device 310 may identify andthen establish a first connection with analyte sensor system 308 a usingthe selection for connection. For example, the first connection may beestablished if, during an amount of time (which, e.g., may bepredetermined, adjustable, adaptable, programmable, variable, etc.),display device 310 does not receive an advertisement message fromanalyte sensor systems 308 b, etc. other than analyte sensor system 308a or display device 310 has not obtained a derivative of a second signalthat satisfies the condition, where the second signal is sent by analytesensor systems 308 b, etc. other than analyte sensor system 308 a.

In other words, in this example, if, for an amount of time, only oneanalyte sensor system 308 a is present, in the vicinity of displaydevice 310, or otherwise discoverable or identifiable by display device310, this may trigger connection establishment between analyte sensorsystem 308 a and display device 310. Alternatively or additionally,where additional analyte sensor systems are present, in the vicinity ofdisplay device 310, or otherwise discoverable to display device 310, if,for an amount of time, only analyte sensor system 308 a sends a signalfor which the derivative satisfies a threshold, this may cause thedisplay device to identify the analyte sensor system 308 a as thepreferred analyte sensor system to pair and then trigger connectionestablishment with analyte sensor system 308 a. In specific cases, thismay indicate that connection should be established between analytesensor system 308 a and display device 310 because no other sensorsystems 308 b, etc. have sent a strong enough signal (e.g., based onRSSI) during the amount of time to be suitable/correct for connection.It is contemplated that, pairing and subsequent data connections may beestablished based on various methods and processes described herein.

In some embodiments, display device 310 may continue monitoring variousconditions (e.g., signal over a period of time) and obtaining aderivative of a signal from one of the other analyte sensor systems 308b, etc. while being connected to the analyte sensor system 308 a andidentifying and establishing a second connection between display deviceand the same using the derivative. For example, this may facilitatedisplay device 310 identifying and then connecting to the most suitableor correct analyte sensor system 308 b, 308 c, etc., where the firstconnection established with analyte sensor system 308 a as describedabove was or turned out to be perhaps not the most suitable or mostcorrect.

In another example, it may be the case that a number of analyte sensorsystems 308 a, 308 b, etc. present, in the vicinity of, or sendingadvertisement messages to display device 310 exceeds a predeterminednumber for display device 310. In such case, the derivative and amountof time alone may not be sufficient for identification and connectionestablishment purposes. As such, by way of example, display device 310may provide a prompt to a user of display device 310, where the promptrelates to identification of the analyte sensor system and subsequentconnection establishment. In one example, connection may be establishedbetween display device 310 and one of analyte sensor systems 308 a, 308b, etc. based on input received at display device 310 in response to theprompt for identification. Such input may be of but is not limited toany of the various forms described above in connection with the firsttier of user interaction.

Embodiments shown in FIG. 13M involve aspects of method 1326 foridentifying a device for connection, including with respect to one ormore of the first, second, third, and fourth tiers or levels of userinteraction described above. At operation 1360A, method 1326 optionallyincludes presenting an instruction (e.g., via GUI 340 of display device340 or via analyte sensor system 308 a, including for example visually,audibly, and/or haptically) to a user to provide input to anaccelerometer housed in analyte sensor system 308 a and/or displaydevice 310 a, where the input initiates the transmission of signals(e.g., advertisement messages, pilot signals, etc.). At operation 1360B,method 1326 includes operating in one of a plurality of modes forgenerating a selection for connection between display device 310 a andanalyte sensor system 308 a. The plurality of modes may correspond tothe first, second, third, and so on, tiers of user interaction.

FIG. 13N illustrates embodiments involving aspects of method 1328, whichincludes further details regarding operation 1360B, mentioned above withreference to FIG. 13M. As shown in FIG. 13N, embodiments of operation1360B involve operating in a first mode of the plurality of modes. Thefirst mode may be associated with a first tier or level of userinteraction. With respect to operating in the first mode, operation1360B includes operation 1365A, which involves receiving input regardinganalyte sensor system 308 a that identifies analyte sensor system 308 afrom among a set of analyte sensor systems 308 a, 308 b, etc. Atoperation 1365B, operation 1360B may include generating the selectionfor connection with analyte sensor system 308 a based on the receivedinput. The input may be received at one or both of analyte sensor system308 a and display device 310 a.

FIG. 13P illustrates embodiments involving aspects of method 1332, whichincludes further details regarding operation 1360B, mentioned above withreference to FIG. 13M. As shown in FIG. 13P, embodiments of operation1360B involve operating in a second mode of the plurality of modes.Operating in the second mode may be associated with a second tier orlevel of user interaction. With respect to operating in the second mode,operation 1360B includes operation 1370A, which involves obtaining aderivative of a first signal received via a first link (e.g., link 1032a). This obtaining may be performed by either or both of analyte sensorsystem 308 a and display device 310 a. At operation 1370B, method 1332includes generating an identification for selection based on thederivative of the first signal. At operation 1370C, method 1332optionally includes obtaining a derivative of a second signal receivedover a second link (e.g., link 1032 a′). Method 1332 further includes atoperation 1370D generating a selection (e.g., of analyte sensor system308 a and/or display device 310 a) for connection based on theidentification for selection and one or more of the derivative of thesecond signal and user input.

In embodiments, operating in the second mode according to method 1332further includes at operation 1370E calculating a difference between thederivative of the first signal and the derivative of the second signal.At operation 1370F, method 1332 may include comparing the difference toa threshold (e.g., predetermined, adaptable, variable, programmable,etc.). If the difference meets or exceeds the threshold, method 1332 mayinclude confirming the selection for connection, at operation 1370G.

FIG. 13Q illustrates embodiments involving aspects of method 1334, whichincludes further details regarding operation 1360B, mentioned above withreference to FIG. 13M. As shown in FIG. 13Q, embodiments of operation1360B involve operating in a third mode of the plurality of modes. Thethird mode of operation may be associated with a third tier or level ofuser interaction. With respect to operating in the third mode, operation1360B includes operation 1375A, which involves forming a connectionbetween display device 310 a and analyte sensor system 308 a. Atoperation 1375B, method 1334 includes generating a confirmation of theconnection based on maintaining the connection for at least apredetermined, adaptable, variable, and/or programmable amount of time.

Accordingly, by flexibly employing the above-described tiers of userinteraction, including in some cases combinations of the same,embodiments of the present disclosure can be optimally configured acrossvarious use cases, network and battery conditions and scenarios, userpreferences and/or characteristics, and so on.

I. Authentication and Encryption

In scenarios involving the connection of two devices over a network(wireless or otherwise), authentication may be used in attempt toprevent unauthorized devices from making a connection. For example,where sensitive data is being exchanged, authentication can be used inattempt to prevent unauthorized devices or entities from gaining accessto the data. In this regard, authentication protocols can be employed toestablish or validate the identity of connecting devices. In some cases,authentication techniques may vary depending upon the connection modelbeing employed. For example, if an intermittent connection model isbeing employed, a different authentication technique may be implementedthan if a continuous connection model were being employed.

FIG. 7A is an operational flow diagram illustrating various operationsthat may be performed in connection with embodiments of method 700 forwireless communication of analyte data between analyte sensor system 708and display device 710, as well as in connection with embodiments ofrelated systems, apparatuses, and devices. In some instances, method 700may be used in connection with authenticating display device 710 and/oranalyte sensor system 708 (e.g., in a two-way authentication), such thatanalyte data may be exchanged under authorized conditions.

The various tasks performed in connection with the procedure illustratedin FIG. 7A may be performed, for example, by a processor executinginstructions embodied in non-transitory computer-readable medium. Thetasks or operations performed in connection with the procedure may beperformed by hardware, software, firmware, or any combination thereofincorporated into one or more of computing devices, such as one or moreof analyte sensor system 708 and display devices 710. It will beappreciated upon studying the present disclosure that the procedure mayinclude any number of additional or alternative tasks or operations. Theoperations shown by way of example in FIG. 7A need not be performed inthe illustrated order, and the procedure may be incorporated into a morecomprehensive procedure or process having additional functionality notdescribed in detail herein with specific reference to FIG. 7A.

In some examples described below, the analyte values are glucose valuesbased on one or more measurements made by analyte sensor 10 (withreference to FIGS. 1A, 2A, and 2B) and/or sensor 405 (with reference toFIG. 4 ) for illustration purposes. Nevertheless, it should beunderstood upon studying the present disclosure that the analyte valuescan be any other analyte value described herein. The wireless datacommunication between analyte sensor system 708 and one or more ofdisplay devices 710 may happen periodically, at times separated by anupdate interval denoted “T_(interval)” that may correspond to a timeduration between two consecutive wireless communication sessions betweenthe transceiver 360 of analyte sensor system 708 and transceiver 320 ofdisplay device 710 (with reference to FIG. 3B). Alternatively oradditionally, the update interval may be thought of as a period ofobtaining and sending a recently measured glucose value. Transmittingadvertisement signals or messages, establishing a data connection (e.g.,a communication channel) and requesting and sending data may occurduring wireless communication sessions each lasting an active time orperiod denoted “T_(Active)” within an update interval T_(interval). Onecaveat here is that T_(interval) and/or T_(Active) can vary as betweensessions. In between two consecutive wireless communication sessions,components of analyte sensor system 708 (e.g., transceiver 360) mayenter LPM or a like mode, such as an inactive or sleep mode for aninactive period denoted as “T_(inactive)”. This may enable theconservation of battery life and/or reduce peak voltage requirements,for example.

Accordingly, in some authentication and connection schemes used for thecommunication of analyte data, analyte sensor system 708 mayperiodically connect to display device 710. For example, communicationsession 720 may implement one such authentication and connection scheme.More specifically, as shown in FIG. 7A, communication session 720 may beimplemented during a time interval T_(interval). As alluded to above,T_(interval) may include an active portion corresponding to T_(Active)and an inactive portion corresponding to T_(Inactive). Generallyspeaking, during T_(Active), analyte sensor system 708 and displaydevice 710 are connected and actively exchanging messaging (e.g.,pursuant to operation 705 and/or sub-operations thereof), though theremay be periods during T_(Active) during which analyte sensor system 708enters LPM or the like, as described above.

In terms of connecting, in example implementations, the analyte sensorsystem may transmit one or more advertisement messages at operation 705during communication session 720. An advertisement message may beconsidered as an invitation for display device 710 to establish a dataconnection with analyte sensor system 708 (e.g., via transceiver 360).FIG. 8 illustrates an example structure for advertisement message 800that in some cases may be transmitted for purposes of establishing aconnection between two devices, according to various aspects of thepresent disclosure (e.g., with reference to FIG. 7A, at operation 705,and the like). The transmitted advertisement messages may then bereceived at display devices 710 (e.g., via transceiver 320). Forpurposes of authentication, the analyte sensor system may share anidentification number with the display device, where the identificationnumber is associated with the analyte sensor system.

In some embodiments illustrated by way of example in FIG. 7A, it isassumed that analyte sensor system 708 should engage in an initialsystem setup because, for example, analyte sensor system 8 has beenrecently turned on for the first time and/or is currently not pairedwith any display devices 710. By way of illustration, a user of displaydevice 710 can identify a new or never-been used analyte sensor system708 to be paired with display device 710 by entering identificationinformation (e.g., a serial number) associated with analyte sensorsystem 708 via a custom application (e.g., application 330) running ondisplay device 710 using a GUI 340 that may be presented on display 345(e.g., a touchscreen display).

As alluded to above, during communication session 720, an authenticationprocedure may need to be performed in connection with a data connectionprocess corresponding to operation 705 b and/or a data transmissionprocess corresponding to operation 705 d. To establish a data connectionwith analyte sensor system 708, display device 710 may listen or scancontinuously until an advertisement message transmitted by analytesensor system 708 is received. Once analyte sensor system beginstransmitting advertisement messages at operation 705 a, it may take one,two, or more advertisement messages for display device 710 to receive anadvertisement message and responds thereto. In some embodiments, analytesensor system 708 stops sending additional advertisement messages onceone of display devices 710 receives an advertisement message andresponds thereto, for example, via an acknowledgement and/or by sendinga connection request (e.g., as part of operation 705 b). In otherembodiments, analyte sensor system may continue to send additionaladvertisement messages even after receiving a response from one displaydevices 710, so that another of display devices 710 may receive andrespond to one of the additional advertisement messages.

Accordingly, operation 705 b may involve analyte sensor system receivinga connection request from display device 710 and responding thereto bygranting or denying the request. If analyte sensor system 708 grant theconnection request, an acknowledgement or other message may betransmitted to display device 710 as part of operation 705 b. Then, adata connection between analyte sensor system 708 and display device 710may be established. Nevertheless, according to operation 705 c, anauthentication procedure may be employed before data is actuallyexchanged at operation 705 d. Authentication may involve the exchange ofvarious messages, including challenge and hash values and signalingrelated thereto, between the analyte sensor system and the displaydevice, in accordance with a one-way or two-way handshake process.

For example, as part of operation 705 c, display device 710 may requesta challenge value from analyte sensor system 708. In response to therequest, analyte sensor system 708 sends a challenge value to displaydevice 710. The display device may then generate a hash value based onboth the challenge value received from analyte sensor system 708 andidentification information associated with analyte sensor system 708. Asyet another part of operation 705 c, display device may then transmitthe hash value to analyte sensor system 708. Display device 710 maytransmit additional information as well (e.g., information related tothe type of display device 710, whether display device is medical deviceor a personal electronic device, for example).

Analyte sensor system 708 (e.g., via transceiver 360) receives the hashvalue from display device 710, decodes the identification informationfrom the hash value, and verifies that the received identificationinformation matches identification information associated with theanalyte sensor system 708, which may have been previously stored instorage 365 of analyte sensor system 708, such as duringmanufacturing/setup of analyte sensor system 708. Analyte sensor system708 may also validate the hash value received from display device 710 bycomparing the received hash value to a mirror hash value analyte systemsensor 708 generated (e.g., based on the challenge value sendpreviously). Upon verification, analyte sensor system 708 may send asignal confirming a successful authentication to display device 710.Once authenticated, the analyte sensor system 8 and display device 110,120, 130, 140 may exchange information to determine how data will beexchanged (e.g., a specific frequency, time slot assignment, encryption,etc.). FIG. 12C also illustrates aspects of the above-describedhandshake process.

The above-described process may be thought of as a one-wayauthentication procedure. During a two-way authentication procedure (notshown specifically in FIG. 7A, but see, e.g., FIG. 12B), additionaloperations may take place as part of operation 705 c. For example, inaddition to the hash value transmitted from display device 710 toanalyte sensor system 708, display device 710 can also send a newchallenge value to analyte sensor system 708. Then, analyte sensorsystem 708 may generate an additional hash value using the new challengevalue received from display device 710, and transmit the additional hashvalue back to display device 710. Upon receiving the additional hashvalue, display device 710 can validate the additional hash value. Inexample implementations, the validation of the additional hash valuereceived from analyte sensor system 708 may be performed by displaydevice 710 by comparing the received additional hash value to a mirrorhash value that display device 710 generated (e.g., based on the newchallenge value sent previously). In this manner, two-way authenticationcan be performed between analyte sensor system 708 and display device710. Following authentication, data can be exchanged with theunderstanding that the data is being received by and from a valid (orapproved) device. It will be appreciated that many various of operation705 c and sub-operations thereof are contemplated in the presentdisclosure. For example, analyte sensor system 708 and display device710 may reverse roles with respect to operation 705 c. That is,operation 705 c may be initiated by analyte sensor system 708 requestinga challenge value from display device 710, thus triggering theabove-described operations but in the reverse direction as betweenanalyte sensor system 708 and display device 710.

Further, communication session 720 may also include exchanging anapplication key between analyte sensor system 708 and display device710. For example, in the above-mentioned authentication process, theidentification information associated with the analyte sensor system 708may be used as an application key in order to encrypt data and othersignaling transmitted between analyte sensor system 708 and displaydevice 710. By the exchange of challenge and hash values described inconnection with operation 705 c, such an application key may effectivelybe shared between analyte sensor system 708 and display device 710.Thus, in embodiments, of the present disclosure, the application key maybe used for both authentication and encryption purposes. The applicationkey may be a random number in some cases. In some instances, theapplication key may literally be exchanged (whether encrypted orunencrypted) between analyte sensor system 708 and display device 710(e.g., as a challenge value etc.). In other cases, the actualapplication key is not exchanged, but by exchanging the challenge andhash values, the application key can be derived respectively by theanalyte sensor system 708 and display device 710. A such, theapplication key may be used for example by analyte sensor system 708 toencrypt analyte data for transmission to display device 710, and displaydevice 710 may use the application key to decrypt the received analytedata. Of course, other exchanged information may likewise be encrypted.

In example deployments, the application key may be generated at asoftware/application level of analyte sensor system 708 and/or displaydevice 710. In some such deployments, only the application key may beexchanged (i.e., no exchange of the hash and challenges) and then usedfor authentication and encryption. The application key may be, forexample, a randomly generated number. Alternatively, thesoftware-generated application key may be exchanged in addition to thehash/challenge values, for authentication and encryption purposes.Encryption, for example as described above, may be performedconcurrently during authentication, or after authentication, or both, invarious embodiments.

The application key, in example embodiments, may be obtained from serversystem 334. In some such embodiments, storage 334 b may includeidentification information associated with analyte sensor system 708(e.g., an identification number) and the application key. Theidentification information may simply be mapped to the application key,and/or the identification information may be hashed or otherwisecombined with the application key in some cases. Display device 710 mayrequest such information by sending a message to server system 334,where the message includes at least some of the identificationinformation. By way of example, display device 710 may send anadvertisement message to server system 334 that includes anidentification number for a specific analyte sensor system 708 (thisidentification number may have been received through at least a partialpairing with analyte sensor system 708). In response, server system 334may provide display device 710 with the application key for the relevantanalyte sensor system 708. After receiving the application key, displaydevice 710 may use the key to authenticate/communicate with analytesensor system 708 and decrypt encrypted information received therefrom(and also encrypt information being sent thereto).

In some cases, analyte sensor system 708 may contain a mapping (e.g., instorage 365) that associates particular application keys with particulardisplay devices 710 based on the identification information of analytesensor system 708. As such, authentication can be performed based on theapplication key received by display device 710 from server system 334,and the application key can be used for encryption/decryption of analytedata sent by analyte sensor system 708. In this way, authorizationregarding communications (including sharing of encrypted data) betweenanalyte sensor 708 and a given display device 710 can bemanaged/established. In other cases, for example where the applicationkey is associated with an identification number of analyte sensor system708, the analyte sensor system 708 may derive an expected applicationkey based on the identification number, and compare the expectedapplication key to information regarding the application key as receivedfrom display device 710, in order to determine that data exchange withdisplay device 710 is authorized.

Alternatively or in addition, exchanging the application key may be donedirectly between analyte sensor system 708 and display device 710 usingWiFi or NFC. Exchanging the application key may involve sharing theapplication key between analyte sensor system 708 and display device 710in a secluded and/or safe area (such as in a user's home) so as to avoidinterception by a foreign or unknown device. Additionally, theapplication key may in turn be encrypted with an additional key foradded security. Characteristics of the key may be based on one or moreof the type of data to be encrypted with; the network environment; anduser settings. By way of example, the encryption method applied usingthe application key may be based on the Advanced Encryption Standard(AES) 128. Alternatively or in addition, a proprietary encryption methodmay be used. Such an encryption method may be run on display device 710,including in some cases on an application (e.g., application 330)running on display device 710.

The complexity of the encryption scheme employed may be based on thelevel of desired security. For example, different levels of complexitymay be employed for different types of data. A more complex encryptionscheme may be employed for the exchange of analyte data (e.g., estimatedglucose values) as compared to, for example, calibration data or timesynchronization data. Characteristics of the application key may also bevaried in different scenarios. By way of example, the length of theapplication key may be chosen based on the amount of security desiredand/or on the encryption scheme or protocol being employed. Theencryption scheme in some cases may employ salts that may be used inconnection with the exchange of hash values, and the salts may beencrypted and exchanged between analyte sensor system 708 and displaydevice 710.

The application key may also be modified from time to time, e.g., on anevent-triggered, random, and/or periodic basis. This may be doneresponsive to, for example, the passage of a predetermined amount oftime; analyte sensor system 708 of a subsystem thereof or display device710 being restarted; a trigger related to another device (e.g., a rougedevice) attempting to connect to analyte sensor system 708; and/or userinput. For example, the application key may be configured to expireafter the passage of a predetermined amount of time and may be refreshedor renewed thereafter. Alternatively or in addition, if analyte sensorsystem 708 and/or display device 710 restarts or experiences aninterruption, a new application/encryption key may be generated andshared between analyte sensor system 708 and display device 710. In somecases, the application key may be modified according to a key rotationscheme. Moreover, the frequency with which the application key may bemodified may be varied according to the level of desired security (e.g.,with more frequent modification corresponding to increased level ofsecurity).

With further reference to FIG. 7A, after completion of theauthentication process according to operation 705 c, analyte sensorsystem 708 and connected display device 710 engage in data communicationat operation 705 d, during which connected display device 710 mayrequest and receive desired information (e.g., analyte data, controlinformation, identification information, and/or instruction) fromanalyte sensor system 708. When data communication at operation 705 d iscompleted, the data connection may be terminated at operation 715 (e.g.,by closing the established communication channel). At this point,transceiver 360 and/or processor 380 of analyte sensor system 708 (orwith reference to FIG. 4 , radio 425 and processor 420) can bedeactivated. This may be done, for example, by causing transceiver 360and/or processor 380 (etc.) to enter a LPM mode or the like, e.g., asleep or inactive mode. In some embodiments, transceiver 360 (or radio425) is completely powered down during a sleep mode. In otherembodiments, transceiver 360 is in a low power mode using only a smallfraction (e.g., 1-10%) of the normal current/power. In FIG. 7A, thisperiod generally corresponding to operation 715 is denoted asT_(Inactive).

FIG. 7B provides, by way of illustration, an example of typicalintermittent communications schemes between analyte sensor system 708and display devices 710, according to method 702 for wirelesscommunication of analyte data between analyte sensor system 708 anddisplay device 710. As shown in FIG. 7B, method 702 involves multipleoccurrences of communication session 720. Communication session 720occurs, having a length in time of T_(Interval). Subsequently,communication session 720′ occurs, having a length in time ofT_(Interval)′, which may be the same as or different from T_(Interval),in various embodiments described herein.

It will thus be appreciated that in typical intermittent communicationsschemes between analyte sensor system 708 and display devices 710, theabove-mentioned connection and authentication process may be repeatedperiodically (e.g., according to a time denoted by T_(Interval)) foreach subsequent data communication. For example, the process may involvethe exchange of up to 20 or more messages before any data (e.g., analytevalues) are communicated. Furthermore, the process may restart ifexchanged messages fail or packets are dropped. This may result in drainof the battery of analyte sensor system 708.

Accordingly, aspects of the present disclosure include an improvedauthentication scheme. The improved authentication scheme of the presentdisclosure reduces the amount of messaging exchanged between analytesensor system 708 and display device 710 connecting thereto, whilemaintaining a sufficient level of security for analyte and other datacommunicated between analyte sensor system 708 and display device 710.In this manner, the complexity and network load involved withcommunications between analyte sensor system 708 and display device 710may be reduced, thus increasing the overall reliability of and powerconsumption involved with such communications. Generally, the improvedauthentication scheme involves stepping through the above-mentionedauthentication process of communication session 720 (e.g., at operation705 c) that uses at least an application key for an authentication andconnection between analyte sensor system 708 and display device 710, aswell as for data encryption in embodiments, and then bypassing theauthentication process in subsequent connections and/or communicationsessions.

It will thus be appreciated that in some intermittent communicationsschemes employing the intermittent connection model between analytesensor system 708 and display devices 710, the above-mentionedconnection and authentication process may be repeated periodically(e.g., according to a time denoted by T_(interval)) for each subsequentdata communication. For example, the process may involve the exchange ofup to 20 or more messages before any data (e.g., analyte values) arecommunicated. Furthermore, the process may restart if exchanged messagesfail or packets are dropped. This may result in drain of the battery ofanalyte sensor system 708.

Likewise, it will be appreciated that in some continuously connectedcommunication schemes employing the continuous connection model betweenanalyte sensor system 708 and display device 710, the connection andauthentication process may be repeated, for example if connection islost and subsequently reacquired, if the connection parameters areupdated, if the connection model is switched from the intermittentconnection model to the continuous connection model, etc. With briefreference to FIG. 7J for purposes of illustration, method 722 forcommunication of analyte data according to a continuous connection modelincludes various messages that may be communicated before any data isexchanged. For example, advertisements messages may be sent at operation795 a, data connection and connection parameter messaging may then beexchanged at operation 795 b, and then authentication/encryption relatedmessages may then be exchanged at operation 795 c.

Thus, for various connection models, there exists a need to streamlinethe authentication process in order to reduce or in some cases eliminaterepeating the authentication process at regular intervals or whenotherwise avoidable, while still maintaining adequate levels of securityand data protection.

Accordingly, aspects of the present disclosure include improvedauthentication schemes for both the intermittent connection model andthe continuous connection model. The improved authentication schemes ofthe present disclosure reduce the amount of messaging exchanged betweenanalyte sensor system 708 and display device 710 connecting thereto,while maintaining a sufficient level of security for analyte and otherdata communicated between analyte sensor system 708 and display device710. In this manner, the complexity and network load involved withcommunications between analyte sensor system 708 and display device 710may be reduced, thus increasing the overall reliability of and powerconsumption involved with such communications.

Generally, the improved authentication scheme involves stepping throughthe above-mentioned authentication process of communication session 720(e.g., at operation 705 c) or communication session 780 (e.g., atoperation 795 c) that uses at least an application key for anauthentication and connection between analyte sensor system 708 anddisplay device 710, as well as for data encryption in embodiments, andthen bypassing the authentication process in subsequent connections,communication sessions, and/or exchanges of data. For example, and aswill be described herein, for the intermittent connection model and/orthe continuous connection model, the authentication process may bebypassed in subsequent connections and/or communication sessions. And insome cases, for example, for the continuous connection model, repeatingthe authentication process can be avoided by maintaining anauthenticated connection following initiation authentication. Withrespect to both the intermittent and continuous connection models, anapplication key used for authentication purposes can also be used forencryption/encoding of data subsequently exchanged.

Referring now to FIG. 7C, method 704 for wireless communication ofanalyte data between analyte sensor system 708 and display device 710 isillustrated in connection with implementations of the improvedauthentication scheme alluded to above. Method 704 includes establishinga first connection between analyte sensor system 708 and display device710. This may occur in connection with communication session 720. Assuch, establishing the first connection can include performing a two-wayauthentication between analyte sensor system 708 and display device 710(e.g., based on the exchange of information related to the applicationkey, at operation 705 c for example).

Method 704 also includes establishing a second connection betweenanalyte sensor system and display device 710. As shown in FIG. 7C, inembodiments, this may occur in connection with communication session725. More specifically, as shown in FIG. 7C, communication session 725may be implemented during a time interval T_(interval)′, which may bethe same as or different from T_(interval). T_(interval)′ may include anactive portion corresponding to T_(Active)′ and an inactive portioncorresponding to T_(Inactive)′. During T_(Active)′, communicationsession 725 may involve operation 735 and sub-operations thereof.

Here it should be noted that in communication session 725, establishingthe second connection need not include the authentication process thatmay be included in communication session 720 (e.g., at operation 705 c).Rather, at operations 735 a and 735 b, advertisement and connection mayoccur, and upon establishing the second connection in this manner,method 704 includes data transmission at operation 735 d. Morespecifically, at operation 735 d, analyte sensor system 708 maytransmit, for example, encrypted analyte values and other data todisplay device 710, in response to a request for data sent by displaydevice 710. The encrypted analyte value may have been encrypted usingthe application key used for authentication in the authenticationprocess in communication session 720, and/or may involve the use ofencryption key. Encrypting the transmissions using an application keycan maintain privacy/security even in the absence of authenticationprocedures being performed during communication session 725. In otherwords, in communication session 725, the above-described authenticationprocess, including the two-way authentication, can be bypassed. In thismanner, the number of messages exchanged in establishing the secondconnection (and hence the power consumption) may be reduced. Moreover,the application key may also be used to decrypt encrypted data exchangedbetween analyte sensor 708 and display device 710. For example, duringoperation 735 d, display device 710 may decrypt encrypted data (e.g.,encrypted analyte data, which may include encrypted glucose data)received from analyte sensor 708, and vice versa.

When data communication at operation 735 d is completed, the dataconnection may be terminated at operation 745. At this point,transceiver 360 and/or processor 380 of analyte sensor system 708 (orwith reference to FIG. 4 , radio 425 and processor 420) can bedeactivated. In FIG. 7C, this period generally corresponding tooperation 745 is denoted as T_(Inactive)′.

At this juncture, it should be noted that regardless of the connectionmodel employed or which of the above-described communication sessions isused, the application key may be updated and/or shared between devicesat predetermined, configurable, variable, programmable, and/or adaptableintervals. In some cases, during connection establishment or subsequentthereto, display device 710 and analyte sensor system 708 may negotiatean interval at which the application key is to be shared and/or updated.

FIG. 7D illustrates an example implementation of method 706 for wirelesscommunication of analyte data between analyte sensor system 708 anddisplay device 710 in connection with implementations of the improvedauthentication scheme discussed to above. As shown in FIG. 7D, method706 involves communication session 720. Communication session 720occurs, having a length in time of T_(interval). Subsequently, aninstance of communication session 725 occurs, having a length in time ofT_(interval)′, which may be the same as or different from T_(interval),in various embodiments described herein. Then, an instance ofcommunication session 725′ occurs, having a length in time ofT_(interval)″, which may be the same as or different from T_(interval)′,in various embodiments described herein. Communication session 725′ maybe substantially similar to communication 725, aside from potentiallyhaving a different interval length.

By following communication session 720 with one or more instances ofcommunications 725, 725′, etc., the overall number of messages exchangedduring communication of analyte data (and hence the power consumption)may be reduced. It will be noted here, however, that in some cases,method 706 may involve reverting back to communication session 720 afterimplementing communication session 725, 725′, etc. for one or moreconnections. This may be done adaptively or based on user inputs, andmay be done for security purposes based on network conditions ortriggered events (e.g., a rogue device attempting to connect). In otherwords, reverting back to communication session 720 from time to time,for example to exchange information regarding a new/modified applicationkey, as discussed above, may enable increased security.

Referring now to FIG. 7E, method 712 for wireless communication ofanalyte data between analyte sensor system 708 and display device 710 isillustrated in connection with implementations of the improvedauthentication scheme alluded to above. Method 712 includes establishinga first connection between analyte sensor system 708 and display device710. This may occur in connection with communication session 720corresponding to T_(interval). As such, establishing the firstconnection can include performing a two-way authentication betweenanalyte sensor system 708 and display device 710.

Method 712 also includes establishing communication session 740 that maybe implemented during a time interval T_(interval)′, which may be thesame as or different from T_(interval). T_(interval)′ may include anactive portion corresponding to T_(Active)′ and an inactive portioncorresponding to T_(Inactive)′. During T_(Active)′, communicationsession 740 may involve operation 765 and sub-operations thereof.

Here it should be noted that communication session 740 may not includeestablishment of a second connection between analyte sensor system 708and display device 710. For example, communication session 740 asillustrated does not include the data connection aspects of operation735 b shown in FIG. 7C in connection with communication session 725. Nordoes communication session 740 as illustrated include the authenticationprocess that may be included in communication session 720 (e.g., atoperation 705 c). Rather, at operation 765 a, method 712 involvessending one or more advertisement messages to display device 710.

As such, as part of communication session 740, analyte sensor system 708may transmit a first advertisement message (e.g., during operation 765a). The first advertisement message may include at least a first portionof the analyte value. The analyte value may but need not have beenencrypted (e.g., using an application key) prior to transmission. Inother words, with regard to communication session 740, analyte sensorsystem 708 may use one or more advertisement messages to transmitencrypted or non-encrypted analyte values or analyte data and/or othersignaling (such as, e.g., timing and control information) in addition toother information that may be included in advertisement messages.

In some cases, as will be described in further detail with reference toFIG. 8 for example, an advertisement message may take the form of apacket. By way of example, the analyte value (whether encrypted or not)may be included in a reserved field in the advertisement message packet.Specifically, in some cases, a manufacturing data or other slot in thepacket may include a reserved field of 1 byte or more. This reservedfield is one example of how an analyte data or other form of payload maybe included in the advertisement message. As alluded to above, inaddition or instead of the analyte value, the advertisement message mayalso include a time stamp associated with the analyte value.

In some example implementations, however, there may be insufficientspace in the advertisement message/packet for both the analyte value andthe associated time stamp. In some such cases, method 712 may involvebreaking the payload, which may include the (encrypted) analyte valueand associated data, into multiple parts. The first advertisementmessage may then indicate that a second advertisement message includes asecond portion of the analyte value and/or associated data. The firstadvertisement may so indicate by tagging the first portion of thepayload, where the tag represents to display device 710 receiving theadvertisement message that a subsequent advertisement message mayinclude a second portion of the payload.

The above-mentioned tagging of the first portion of the payload may takevarious forms. For example, a relatively simple tag may indicate onlythat a subsequent advertisement message includes a second portion of thepayload. A relatively more complex tag may additionally indicate thetype of content that will be included in the second portion of thepayload, or how the payload has been split or distributed amongstadvertisement messages. The first portion may, for example, include anencrypted analyte value, and the tag applied may indicate that thesubsequent advertisement message will include the associated time stamp.

In other words, according to communication session 740, advertisementmessages may be transmitted during operation 765 a for the purposes ofcommunicating analyte data to display devices 710. With the payloadencrypted using an application key, privacy/security can be maintainedeven in the absence of authentication procedures being performed duringcommunication session 740. In other words, in communication session 740,the above-described authentication process, including the two-wayauthentication, can be bypassed. Likewise, because the payload isincluded in the advertisement messages, the data connection request anddata transmission processes (e.g., operations 735 b and 735 d,respectively) can also be bypassed or avoided. In this manner, thenumber of messages exchanged in pursuant to communication session 740(and hence the power consumption) may be reduced relatively to othercommunication sessions.

Returning to FIG. 7E, communication session 740 may also include, atoperation 765 b, display device 710 acknowledging receipt of theadvertisement message(s) sent during operation 765 a, by sending anacknowledgement (ACK) message. In some cases this acknowledgement maytrigger a data connection process between analyte sensor system 708 andthe acknowledging display device 710. For example, analyte sensor system708 may in turn send an ACK to display device 710 and thus form aconnection. The data connection process established in connection withoperation 765 b, in example deployments, may be used for renewing theapplication and/or encryption key(s) and/or for exchanging other data,such as, for example, calibration data, timing information, and thelike. When communications at operation 765 are completed, datatransmission may be terminated at operation 775. At this point,transceiver 360 and/or processor 380 of analyte sensor system 708 (orwith reference to FIG. 4 , radio 425 and processor 420) can bedeactivated. In FIG. 7E, this period generally corresponding tooperation 775 is denoted as T_(Inactive)′.

FIG. 7F illustrates an example implementation of method 714 for wirelesscommunication of analyte data between analyte sensor system 708 anddisplay device 710 in connection with implementations of the improvedauthentication scheme discussed above. As shown in FIG. 7F, method 714involves communication session 720. Communication session 720 occurs,having a length in time of T_(interval). Subsequently, an instance ofcommunication session 740 occurs, having a length in time ofT_(interval)′, which may be the same as or different from T_(interval),in various embodiments described herein. Then, an instance ofcommunication session 740′ occurs, having a length in time ofT_(interval)″, which may be the same as or different from T_(interval)′,in various embodiments described herein. Communication session 725′ maybe substantially similar to communication 725, aside from potentiallyhaving a different interval length.

By following communication session 720 with one or more instances ofcommunication sessions 740, 740′, etc., the overall number of messagesexchanged during communication of analyte data (and hence the powerconsumption) may be reduced. It will be noted here, however, that insome cases, method 714 may involve reverting back to communicationsession 720 after implementing communication session 740, 740′, etc. forone or more connections. This may be done adaptively or based on userinputs, and may be done for security purposes based on networkconditions or triggered events (e.g., a rogue device attempting toconnect). In other words, reverting back to communication session 720from time to time may enable increased security.

FIG. 7G illustrates an example implementation of method 716 for wirelesscommunication of analyte data between analyte sensor system 708 anddisplay device 710 in connection with implementations of the improvedauthentication scheme discussed above. As shown in FIG. 7G, method 716involves communication session 760. In example deployments of method716, communication session 760 involve the exchange of informationrelated to pairing, application keys, and timing parameters related topotential communications between analyte sensor system 708 and displaydevice 710 using a first wireless protocol. But such an exchange may bestreamlined by using certain types of wireless protocols. By way ofexample, the first wireless protocol may be WiFi or Near FieldCommunication (NFC). In other examples, the first wireless protocol mayutilize RFID, another proximity based wireless connection, or the like.

In this manner, authentication, such as may occur using BLE (e.g.,according to operation 705 c with reference to FIG. 7A) may becircumvented, along with the typically associated exchange of numerousmessages. By way of illustration, NFC may be used between analyte sensorsystem 708 and display device 710 in order to exchange information suchas pairing, encryption information (e.g., application key informationand/or scheme), advertising parameters (including, e.g.,frequency/period, duration, timing, and/or nature of advertisements),connection interval information, and information related to displaydevice 710 (e.g., type of display device, preferences, etc.). Theexchanged information may then be used by display device 710 to receiveand decrypt (where applicable) analyte values transmitted by analytesensor system 708. Using NFC to exchange authentication relatedinformation in this fashion may extend the battery life of analytesensor system 708 and increase the reliability of communications betweenanalyte sensor system 708 and display device 710.

As shown in FIG. 7G, after communication session 760 is used to exchangeinformation, communication session 740 occurs, having a length in timeof T_(interval). In some deployments, communication session 740,including, for example, establishing connection and transmitting theanalyte values, may be carried out using a second wireless protocoldifferent than the first wireless protocol used in connection withcommunication session 760. The second wireless protocol may be BluetoothLow Energy (BLE), for example. Communication session 740 occurs, havinga length in time of T_(interval)′, which may be the same as or differentfrom T_(interval), in various embodiments described herein. Then, aninstance of communication session 740′ may occur, having a length intime of T_(interval)″, which may be the same as or different fromT_(interval)′, in various embodiments described herein.

With further reference to FIG. 7G, by following using communicationsession 760 before one or more instances of communication sessions 740,740′, etc., the overall number of messages exchanged for communicationof analyte data (and hence the power consumption) may be reduced,particularly with regard to the above-described authentication processand exchange of pairing information and the like. It will be noted here,however, that in some cases, method 716 may involve reverting back tocommunication session 760 after implementing communication session 740,740′, etc. for one or more connections. This may be done adaptively orbased on user inputs, and may be done for security purposes based onnetwork conditions or triggered events (e.g., a rogue device attemptingto connect). In other words, reverting back to communication session 760from time to time may enable increased security.

FIG. 7H illustrates an example implementation of method 718 for wirelesscommunication of analyte data between analyte sensor system 708 anddisplay device 710 in connection with implementations of the improvedauthentication scheme discussed above. In some respects, method 718 issubstantially similar method 716. One difference is that afterimplementing communication session 760, method 718 involves implementingcommunication session 725 rather than communication session 740.Subsequently, an instance of communication session 725′ may occur,having a length in time of T_(interval)″, which may be the same as ordifferent from T_(interval)′, in various embodiments described herein.It will be appreciated, however, that various of the above-describedcommunications sessions (e.g., 720, 725, 740, 760) may be mixed andmatched in accordance with the above-described methods.

Improved authentication schemes may also be facilitated by the user of aremote service or cloud server, including, for example, aspects ofserver system 334 with reference to FIG. 3A. In this regard, FIG. 14 isan operational flow diagram illustrating various operations that may beperformed in accordance with embodiments of the present disclosure, forexample in connection with methods for wireless communication of analytedata. For illustration purposes, reference is made here to FIGS. 3A and7A through 7K, FIG. 10D, as well as numerals of components showntherein. Nevertheless, one of ordinary skill in the art will appreciateupon studying the present disclosure that like components from otherFIGS. of the present disclosure may be included in the scope of thepresent description of FIG. 14 .

Embodiments shown in FIG. 14 involve aspects of method 1400 for wirelesscommunication of analyte data. Method 1300 includes at operation 1405Aestablishing a first connection between analyte sensor system 308 anddisplay device 310, where analyte sensor system 308 is one of a set ofanalyte sensor systems 308 a, 308 b, etc. (see, e.g., FIG. 10D). Atoperation 1405B, method 1400 optionally includes server system 334associating, for each analyte sensor system (e.g., 308) of the set ofanalyte sensor systems (e.g., 308 a, 308 b, etc., with reference to FIG.10D), an application key with identification information for the analytesensor system 308. At operation 1405C, method 1400 optionally includesdisplay device 308 receiving the application key from server system 334associated with the identification information for the analyte sensorsystem 308. For example, the application key may be received by displaydevice 310 from server system 334 responsive to display device 310providing server system 334 with the identification information foranalyte sensor system 308.

At operation 1405D, method 1400 includes, during the first connection,exchanging information related to authentication between analyte sensorsystem 308 and display device 310. The information related toauthentication includes the application key. At operation 1405E, method1400 includes analyte sensor system 308 transmitting an encryptedanalyte value to display device 310, where the encrypted analyte valuehas been generated based on the application key. At operation 1405F,method 1400 may include modifying the application key responsive to oneor more of: the passage of a predetermined, adaptable, variable, and/orprogrammable amount of time; analyte sensor system 308 and/or displaydevice 310 being restarted or cycling through sleep or power/shut downmodes; a trigger related to another device (e.g., a rouge device)attempting to connect to analyte sensor system 308; and user input.

J. Intermittent Connection Model

As alluded to above, aspects of the present disclosure also includevarious connected models for communications between analyte sensorsystem 708 and display devices 710. One connection model forcommunications may be referred to as a connect/disconnect orintermittent/periodic connection model. In accordance with anintermittent or connect/disconnect scheme, communications betweenanalyte sensor system 708 and display device 710 may be periodic orintermittent in nature, following a defined or event-based/asynchronousschedule. For example, display device 710 may establish connection withanalyte sensor system 708 periodically (e.g., once every five minutes)in order to receive analyte and other data from analyte sensor system708 and/or in order to transmit data thereto.

It may be the case, however, that even if display device 710successfully connects to analyte sensor system 708 (which is notguaranteed, per se), analyte sensor system 708 may not have data readyto be transferred. In such a case, the length of time between successivereceipts of data by display device 710 may be increased. This may insome instances result in in stale measurements data, such as analytedata or values, being received by and presented at display device 710.Nevertheless, in some use cases, the intermittent connection model mayresult in power savings relative to other connection models.Accordingly, if battery power is a primary concern relative to packetloss and/or latency, then continuous connection model may be preferableto the intermittent connection model. Additionally, it will beappreciated that according to the intermittent connection model, twodisplay devices 710 in example implementations are not connected toanalyte sensor system 708 at the same time. Rather, different displaydevices 710 in some cases connect for different, limited amounts oftime. Which display devices 710 can connect and when such devices canconnect to analyte sensor system 708 may be controlled, for example,using a list such as a whitelist.

K. Continuous Connection Model

In some situations, the intermittent model may be suitable and/orpreferable. One such situation may be if a user prefers to monitor ananalyte value using multiple display devices. For example, if the userhas Type 1 diabetes, monitoring of analyte (e.g., glucose) data may berelatively more critical, and hence, multiple display devices may beemployed for greater coverage/redundancy. In other circumstances,however,

A continuous connection model may be suitable and/or preferable. Forexample, a user may prefer to or may be limited to using a singledisplay device (e.g., for convenience purposes, or if the user istraveling, or if other display devices become unavailable, e.g., if thedevices break, run out of battery, are lost, are unable toconnect/function, or are being used primarily for other purposes). Othercircumstances may also include, for example, that the user has Type 2diabetes and thus monitoring of glucose data may be relatively lesscritical, such that multiple display devices need not be employed forredundancy/coverage purposes.

In yet additional circumstances, an analyte sensor system such asanalyte sensor system 708 may be used for a relatively short amount oftime (e.g., two weeks). In such a case, analyte sensor system 708 may beless sensitive to battery/power consumption constraints and instead ahigher priority may be placed on reliability and/or latency. Thecontinuous connection model, as described in further detail herein, maybe preferable overall in such instances. Additionally, attempting toconnect and/or disconnect to a display device such as display device 710after a relatively long amount of time may in some ways be burdensome toanalyte sensor system 708 (e.g., in terms of power consumption orcomputing/processing/radio resources). The continuous connection modelmay be provided as a way of diminishing and/or removing the burdens thatmay be associated with such connection/disconnection.

Accordingly, the present disclosure includes employing a continuousconnection model. Such a connection model may in some cases reducelatency between the collection of analyte data at analyte sensor system708 and the transmission of such data to display devices 710 connectingthereto, while maintaining a sufficiently low power consumption foranalyte sensor system 708. Furthermore, the continuous connection modelmay increase reliability and predictability of the connection betweenanalyte sensor system 708 and display device 710. At a high level, thecontinuous connection model can involve an initial pairing betweenanalyte sensor system 708 and display device 710, after which analytesensor system 708 and display device 710 remain connected, essentiallynot closing the connection or disconnecting. That is, connection and theexchange of data is not done periodically or intermittently as with theintermittent connection model (e.g., as discussed with reference toFIGS. 7A-7D etc.), but instead, the connected devices periodicallyexchange messaging to maintain the connection. Once data is available atanalyte sensor system 708 (e.g., gathered by sensor 405 and/or processedby processor 420, with the note that FIG. 4 as shown pertains primarilyto the intermittent connection model but may be modified as describedhereinabove to pertain to the continuous connection model as well), thedata can be transmitted to display device 710 in near in at least nearreal time. In this manner, the overall accuracy and responsiveness ofcommunications related to analyte data may be increased. An additionaladvantage associated with the continuous connection model is thatanalyte sensor system 708 may be enabled to better mitigate againstinterferences caused by undesired devices (e.g., in some cases,undesired display devices 710) seeking to connect with analyte sensorsystem 708. Hence, reliability of data exchange may be increased.

In this connection, FIG. 7J illustrates example implementations ofmethod 722 for wireless communication of analyte data between analytesensor system 708 and display device 710 according to exampleimplementations of the continuous connection model alluded to above.

Communication session 780 can be initiated in connection with method722. More specifically, as shown in FIG. 7J, communication session 780may involve operations 795 a through 795 g and 795 a′, though inembodiments, not all of these operations are performed. With respect tothe continuous connection model, analyte data may be dropped or lost ifthe connection between the display device and the analyte sensor systemis not maintained. This may in turn lead to improper or inaccuraterepresentation of analyte information, such as estimated glucose values.Thus, embodiments herein related to the continuous connection modelinvolve sustaining and/or maintaining a connection established betweenanalyte sensor system 708 and display device 710. Further, with respectto maintaining the connection, it may at times be useful to monitor theconnection status to derive and/or provide an indication regarding thesame. One way this may be done is using connection parameters, as willbe described further herein with reference to FIG. 7J.

At operation 795 a, method 722 may involve activating a transmitter ofanalyte sensor system 708 and/or transmitting advertisement messages.This transmission of advertisement messages may be substantially similarto operation 705 a described above. The advertisement messagestransmitted at operation 795 a may be received by one or more displaydevices 710.

At operation 795 b a connection may be established between analytesensor system and a responding display device 710. As shown in FIG. 7J,typically in response to receiving one or more advertisement messages,display device 710 can request a connection with analyte sensor system708 as part of operation 795 b. Also as part of operation 795 b,connection parameters can be exchanged between analyte sensory system708 and display device 710 in response to the connection request beingsent. In this regard, analyte sensor system 708 and/or display device710 may propose and set up a set of connection parameters upon whichaspects of a connection between analyte sensor system 708 and displaydevice 710 may be based.

Examples of connection parameters include a connection interval (in somecases referred to herein as a pinging interval), slave latency, andsupervision timeout. Analyte sensor system 708 and/or display device 710can use one or more of such connection parameters to maintain aconnection lasting as long as is desired for continuously monitoringanalyte levels, as well as to modify characteristics of the connectiondepending on various criteria, such as, for example criteria related toanalyte sensor system 708, display device 710, the connection betweenthe two devices (e.g., link quality), and/or user preferences orfeedback. As shown in FIG. 7J, connection parameters can be exchangedand determined, by way of example, in conjunction with connectionestablishment (e.g., in relation to operation 795 b) vis-à-vis analytesensor system 708 and display device 710. In connection with operation795 b, analyte sensor system 708 and display device 710 in exampleimplementations negotiate and ultimately agree (or disagree) on aspectsof the set of connection parameters.

For example, with reference to operation 795 b, if display device 710requests a data connection with analyte sensor system 708, connectionparameters may be sent from analyte sensor system 708 and proposed todisplay device 710, or vice versa. In other examples, connectionparameters may be sent/proposed irrespective of whether or not a dataconnection request has been received. Display device 710 (or analytesensor system 708) can then, for example, either accept or deny theproposed connection parameters. If display device 710 (or analyte sensorsystem 708) accepts or approves the proposed connection parameters, theproposed conditions related to the connection parameters can then beapplied to the connection ultimately established between analyte sensorsystem 708 and display device 710. Such connection parameters mayinclude, by way of example, a connection (or pinging) interval, a slavelatency connection parameter, and a supervision timeout parameter. Theconditions specified for each of these connection parameters may involvevalues, ranges of values for the connection parameters, and/or a set ofrules or guidelines for one or more of the connection parameters.

Aspects of the connection interval parameter will now be described. Inembodiments employing the continuous connection model, connectionbetween, for example, analyte sensor system 708 and display device 710,can be maintained by the periodic exchange of messaging (e.g., pingmessages). This is illustrated in FIG. J by operation 795 e, forexample. At operation 795 e, messing is periodically exchanged betweenanalyte sensor system 708 and display device 710 in order to maintain aconnection. For example, such messages may be transmitted to/fromanalyte sensor system 708 simply to indicate that the transmittingdevice is still connected to the receiving device (e.g., a “ping”). Thismay be done periodically according to a predetermined connectioninterval (e.g., once every 2 seconds or any amount of time) as definedby the connection parameters. The established period may in some case beselected/varied according to criteria such as network parameters orconditions, the type or other characteristic of display device 710connected to analyte sensor system 708, the frequency with which data isbeing transmitted or generated/gathered by analyte sensor system 708,and so on.

Through the periodic exchange of messaging, connection between analytesensor system 708 and display device 710 may be maintained, thusallowing for gathered analyte data to be exchanged in at least near realtime. The connection can be maintained for as long as is needed,including in some instances through the lifetime of analyte sensorsystem 708. While the connection is maintained, analyte sensor system708 in some examples does not send advertisement messages. Rather, theconnection may continue unless it becomes necessary to issue adisconnect command or until certain criteria are not met, as will bedescribed herein.

In other words, analyte sensor system 708 (and/or display device 710)can send a ping message to display device 710 (and/or analyte sensorsystem 708) according to a time interval (e.g., periodically). Inresponse, the receiving device, for example display device 710 (and/oranalyte sensor system 708) may then respond by sending an acknowledgmentmessage (ACK) acknowledging reception of the ping message.Alternatively, the receiving device, for example display device 710(and/or analyte sensor system 708) may send a negative acknowledgement(NACK) indicating no ping message was received. A NACK may be sent, forexample, if no ping message was received when expected according to theestablished connection interval (e.g., within a predetermined amount oftime). In this manner, the exchanged messaging can indicate to analytesensory system 708 and/or display device 710 that the connection ismaintained and ongoing (e.g., if an ACK is sent at operation 795 e), oris not being maintained as expected (e.g., if a NACK or no response issent at operation 795 e). As will be described in further detail herein,if no response to a sent ping message is provided, and/or if a NACKmessage is sent, this may indicate that an established connection shouldbe terminated and/or that other action(s) should be taken.

With respect to the connection interval, as mentioned previously, avalue or range of values can be established in conjunction withconnection establishment vis-à-vis analyte sensor system 708 and displaydevice 710. For example, in some embodiments, every connection interval,analyte sensor system 708 may send and/or receive a ping message andthen receive and/or send a response thereto in order to maintain theconnection according to operation 795 e, as mentioned above. A smallerconnection interval with more frequent ping messages exchanged mayreduce packet loss between analyte sensor system 708 and display device710, whereas a larger connection interval may allow for more packetloss. Each ping message can in some cases be configured to indicate whenthe next ping message will be sent (e.g., the scheduled amount of timebetween the sequential exchange of ping messages).

The device proposing this connection parameter in conjunction withoperation 795 b (which may be analyte sensor system 708 or displaydevice 710), may propose a value and/or range of values for theconnection interval that may be based on a number of factors. Forexample, the value or range for the connection interval may be based onthe expected lifespan of analyte sensor system 708. The expectedlifespan may be a suggested length of use, for example, as determined bythe manufacturer of analyte sensor system 708, and/or this value may beprogrammed into analyte sensory system 708 as part of the manufacturingprocess. In another example, the user may determine and/or set thisvalue during product setup or at another time. Additionally, displaydevice 710 may also be subject to power, computational, memory, and/ordata constraints or other factors that make suitable a particular valueand/or range of values for the connection interval. Accordingly, inexample implementations, the connection interval can be based on factorsdrawn from one or both of analyte sensor system 708 and display device710.

As mentioned, in example embodiments, the expected lifespan of analytesensor system 708 and/or the expected battery life of analyte sensorsystem 708 may play a part in the determination of the value and/orrange of values for the connection interval. In embodiments, forexample, the connection interval may be proportional to the expectedlifespan of analyte sensor system 708. That is, a higher value for theconnection interval (e.g., ping messages sent less often) may use lessbattery life and thus may be more likely to sustain a longer expectedlifespan. Likewise, a lower value for the connection interval (e.g.,ping messages sent more often) may use more battery life and thus may bemore likely to sustain a longer expected lifespan. If, for example, theexpected lifespan for analyte sensor system 708 were 14 days, analytesensor system 708 may be willing to set the connection interval tobetween 2 and 10 seconds. It will be appreciated that these numbers areprovide by way of illustration only.

In some cases, the value and/or range of connection intervals to beemployed can be negotiated as between analyte sensor system 708 anddisplay device 710. It should be noted, however, that in some casesanalyte sensor system 708 may dominate the negotiation. For example, ifanalyte sensory system 708 proposes a value and/or range for theconnection interval, display device 710 can accept the proposed value,can choose a value for the connection interval according to the rangeprovided by analyte sensor system 708, or can simply reject the range.Alternatively or in addition, display device 710 can respond in otherways besides an acceptance or denial of the provided range. For example,display device 710 may indicate that its battery will soon run out andthus it will not accept the range of connection intervals nor will itaccept connection to analyte sensor system 708. In this regard, displaydevice 710 and/or analyte sensor system 708 may include power managementcircuitry for monitoring local battery conditions. The power managementcircuitry may provide input that may be used for setting, proposing,and/or updating values for connection parameters. For example, aprocessor (e.g., processor 335 or 380, with reference to FIG. 3B) mayuse input from power management circuitry as a trigger point forsetting, modifying, or updating connection parameters. In exampleembodiments, display device 710 may provide a counter response includinga different range of connection intervals based on various conditions,as will be described below. Here, it will be appreciated that theproposal of the connection interval or other connection parameters couldlikewise be provided by display device 710 to analyte sensory 708, andthat the response to the proposal could be provided from analyte sensorsystem 708 to display device 710.

Moreover, the proposed and/or counter-proposed connection interval maybe based on various factors, including for example the current analytevalue and/or a trend in the analyte value. For example, analyte sensorsystem 708 and/or display device 710 may monitor the analyte valueand/or a trend thereof (derivative, second derivative, etc.) and requesta shorter connection interval when the value falls outside a giventhreshold window. This may provide for a more responsive connectionduring critical times (e.g., as defined by the analyte value). Inexample embodiments, the value/range for the connection interval may bebased on information derived about the user, whether based on user inputor gathered based on monitoring the user over time. For example, thevalue/range may be based on the user's physical characteristics, healthconditions, and/or medical history (including, for example, historicallymeasured analyte values).

With respect to the slave latency connection parameter, this connectionparameter may relate to the number of dropped packets or ping messages(e.g., to be sent at operation 795 e according to the connectioninterval describe above) that is allowable before the connection may beterminated or considered terminated, or before a condition related tothe termination of the connection is triggered. In embodiments, slavelatency can be employed such that, for example, even if a certain numberof packets or ping messages are missed/dropped, the connection can stillbe considered active. This connection parameter may be exchanged duringconnection establishment in conjunction with operation 795 b and/or maybe modified subsequently (e.g., in conjunction with operation 7950.Slave latency can be based on or modified depending upon variousfactors, such a quality of service (QoS), time of day, location ofanalyte sensor system 708, location and/or type of display device 710,battery power of analyte sensor system 708 and/or display device 710,expected lifespan of analyte sensor system 708, current and/orhistorical analyte values or trends therein, user characteristics,etc.). The slave latency may be proposed/counter-proposed in conjunctionwith connection establishment as a value and/or range of values, and mayin some cases be defined according to a set of rules. One or both ofanalyte sensory system 708 and display device 710 can define and/orupdate the slave latency.

In some cases, if the slave latency is triggered (e.g., a sufficientnumber of packets or ping messages are missed), the response can be tomodify one or more connection parameters so as to attempt to avoid slavelatency being triggered going forward. For example, the system can adaptthe connection parameters on the fly in order to maintain the connectionbetween analyte sensor system 708 and display device 710. Such aresponse may be based on a predetermined set of conditions (e.g., QoS,time of day, location of analyte sensor system 708, location and/or typeof display device 710, battery power of analyte sensor system 708 and/ordisplay device 710, expected lifespan of analyte sensor system 708,current and/or historical analyte values or trends therein, usercharacteristics, etc.), in example embodiments.

With respect to the supervision timeout parameter, this parameter may beused to determine how strictly to enforce slave latency. For example, alarger supervision timeout will allow a more friendly null packetexchange for maintaining the connection. For example, supervisiontimeout may monitor slave latency and can allow for violations of slavelatency to be ignored in some cases, based on various factors, forexample power considerations and/or radio conditions, etc. In otherwords, in some cases, even if enough ping messages are missed such thatslave latency is triggered, supervision timeout may be used toeffectively override the consequences (e.g., disconnection of analytesensor system 708 and display device 710, etc.). As with otherconnection parameters, the supervision timeout parameter may beproposed/counter-proposed in conjunction with connection establishmentat operation 795 b as a value and/or range of values, and may in somecases be defined according to a set of rules. One or both of analytesensor system 708 and display device 710 can define and/or update (e.g.,at operation 795 f) the supervision timeout parameter. As with otherconnection parameters, supervision timeout may in some cases be managedby the system without user intervention, including without uservisibility into the same, or in other examples may be managed by or atleast visible to the user.

In some cases, supervision timeout can be modified (e.g., in conjunctionwith operation 795 f) so as to attempt to avoid slave latency beingtriggered going forward. For example, the system can adapt thesupervision timeout connection parameter on the fly in order to managethe connection between analyte sensor system 708 and display device 710.Such a response may be based on a predetermined set of conditions (e.g.,QoS, time of day, location of analyte sensor system 708, location and/ortype of display device 710, battery power of analyte sensor system 708and/or display device 710, expected lifespan of analyte sensor system708, current and/or historical analyte values or trends therein, usercharacteristics, etc.), in example embodiments.

Referring further to FIG. 7J, a connection decision can be made as anadditional aspect of operation 795 b, either by analyte sensor system708 or display device 710 or both, and connection can thus beestablished. In other cases, as alluded to above, if in conjunction withconnection establishment, analyte sensor system 708 and display device710 do not agree on a set of connection parameters, it may be the casethat no connection is established. That is, the connection decision maybe not to establish a connection between analyte sensor system 708 anddisplay device. In other cases, the connection decision may be foranalyte sensor system 708 and display device 710 to connect using aconnection model other than the continuous connection model (e.g., toconnect using the intermittent connection model). In such a case,communication session 780 may terminate and another communicationsession (e.g., communication session 720 or 725) may be initiated.

Following a connection decision that results in establishing aconnection of analyte sensor system 708 and display device 710, atoperation 795 c, method 722 may involve authentication. For example,authentication may include the exchange of hash and/or challenge values,and may be a one-way or two-way authentication, similar to operation 705c described with regard to FIG. 7A. Additionally, it should be notedhere that authentication may be bypassed or otherwise not performed insome cases. Display device 710, for example, may already have beenauthenticated for exchanging data with analyte sensory system 708. Assuch, in some cases, data can be exchanged between analyte sensor system708 and display device 710 under trusted conditions, and/or withencryption applied (e.g., using an application key known to analytesensor system 708 and display device 710), at operation 795 d withoutauthentication being performed within communication session 780.

At operation 795 d, embodiments of method 722 include exchanging databetween analyte sensor system 708 and display device 710. For example,display device 710 can request data from analyte sensor system 708 and,in response, analyte sensor system 708 can send data. The requested/sentdata may be analyte data (e.g., glucose values) and/or controlsignaling. Exchanged data may be encrypted in some cases, for exampleusing an application key. The application key may have been sharedbetween analyte sensor system 708 and display device 710 in conjunctionwith operation 795 c and/or may have been received using other means(e.g., from a cloud server).

With respect to the continuous connection model, operation 795 d may berepeated periodically, as data becomes available for transmission (e.g.,in some cases aperiodically), and/or whenever data is requested to beexchanged (e.g., on-demand). The exchange of data according to operation795 d may be interspersed with the exchange of other messaging, such as,for example, ping messaging, exchanged between analyte sensor system 708and display device 710. In FIG. 7J, this is represented by way ofexample using the operations intervening operation 795 d and 795 d′.

In embodiments, connection parameters agreed upon in conjunction withconnection establishment (e.g., as part of operation 795 b) can beupdated/modified subsequently, for example, after a connection decisionis made. Accordingly, at operation 795 f, method 722 may involveupdating one or more of the connection parameters. Updating theconnection parameters may involve analyte sensory system 708 and/ordisplay device 710 proposing or requesting a modification to an existingconnection parameter. In another example, a value for a connectionparameter that has not been previously established can beproposed/requested in conjunction with operation 795 f. Theproposal/request can result in several outcomes, including, for example,denial, acceptance, or counterproposal.

Furthermore, operation 795 f may involve a negotiation between analytesensor system 708 and display device 710 regarding the update to theconnection parameters. As is described in relation to exchangingconnection parameters in conjunction with operation 795 b, connectionparameters can be proposed/requested etc. in the form of ranges and/orvalues. It will also be appreciated that various aspects of operation795 b can be applied with respect to operation 795 f. Various scenariosare possible in this regard. For example, one or both of analyte sensorsystem 708 and display device 710 may propose and/or request amodification to/of one or more of the connection parameters. Acounterproposal for a connection parameter value (or range) may beprovided in response to the proposal/request. In some cases, if theproposal/request or counterproposal is denied, connection according tothe connection parameters previously established may bemaintained/continued. Acceptances and denials can be conveyed in theform of ACK/NACK messages, as shown at operation 795 f, where, forexample, an ACK represents an acceptable of the proposal/request and aNACK represents a denial and/or counterproposal. In this regard, theNACK may contain or be accompanied by additional information such as thecounterproposal. In some cases, the counterproposal may include a rangeof acceptable values for the connection parameter. Once analyte sensorsystem 708 and display device 710 agree upon a set of modified orunmodified connection parameters, connection can resume, includingoperations 795 d, 795 e, and 795 d′.

If, however, analyte sensor system 708 and display device 710 are notable to agree upon modified values or ranges for the connectionparameters and/or do not agree to maintain a connection based on thepreviously established connection parameters, analyte sensor system 708and display device 710 may terminate the connection or may switch fromthe continuous connection model to another connection model, such as,e.g., the intermittent connection model. For example, display device 710may receive a notification indicating that analyte sensor system 708 isavailable for a new or modified connection according to certainconnection parameter values to be used with the continuous connectionmodel, but these values may result in a shorter lifetime (e.g., 6 daysinstead of 14 days). Thus, analyte sensor system 708 may suggest thatthe intermittent connection model can be employed to extend thelifetime. In some but not all cases with respect to the intermittentconnection model, the values for connection parameters are not updatedor modified over the lifespan of analyte sensor system 708. In othercases, however, the connection parameters may be updated/modified, forexample, in a fashion substantially similar to that described inconnection with operation 795 f. Moreover, once connection isestablished according to the new or modified connection parameters, theconnection parameters can be subsequently maintained/modified (e.g.,according to operation 795 f, as described above).

With respect to updating the connection parameters according tooperation 795 f, in some cases, an application running on display device710 (e.g., application 330) may not have access to the connectionparameters in order to make modifications thereto. For example, accessto these connection parameters may lie with the operating system ofdisplay device 710 rather than the application. In such cases, however,the application can cause display device 710 to request analyte sensorsystem 708 to request the connection parameters pertaining to displaydevice 710 to be updated. In embodiments, this request can be made bydisplay device 710 sending a value for a connection parameter (e.g., ina message or packet) to analyte sensor system 708. Analyte sensor system708 can then send a message to display device 710 to update and/or applythe value for the connection parameter(s), and the connectionparameter(s) can be updated accordingly (e.g., via the operating systemof display device 710). In this manner, the application can be used toconfigure the connection parameters. In implementations, analyte sensorsystem 708 makes a determination regarding whether the proposed valuefor the connection parameter is acceptable, and sends the update messageto display device 710 responsive to determining that the proposed valueis acceptable. Here, reference is made to FIG. 15B described in detailelsewhere herein. Alternatively or additionally, analyte sensor system708 may reject the proposed value and so indicate, or may provide acounterproposal for the value. The display device 710 may accept thecounter-proposed value as a matter of course, or may make a furtherdetermination as to whether the counter-proposed value is acceptable(e.g., based on various criteria as discussed herein). In exampleembodiments, GUI control can be provided to a user through GUI 340display device 710, thus allowing the user to attempt manual setupand/or update of connection parameters. As shown in FIG. 3G, forexample, access to connection parameters may be provided through option314 c.

As shown at operation 795 g, in some cases, the connection betweenanalyte sensor system 708 and display device 710 may be terminated orlost. There may be various causes for this. For example, and as alludedto above, it may be that analyte sensor system 708 and display device710 are unable to agree on a proposed or modified set of connectionparameters (e.g., in conjunction with operations 795 b and/or 795 f), orthat ping messages are not responded to such that, e.g., slave latencyis violated. For example, if display device 710 goes out of range fromanalyte sensor system 708, ACK messages may not be received in responseto ping messages. In another example, display device 710, may be turnedoff, or the link to display device 710 may be degraded temporarily orpermanently, such that the exchange of messaging according to operation795 e is unfeasible.

In response to connection being lost at operation 795 g, analyte sensorsystem 708 may send advertisement messages according to operation 795a′. In accordance with example embodiments of the continuous connectionmodel, upon analyte sensor system 708 and display device 710 becomingdisconnected, analyte sensor system 708 may resume sending advertisementmessages in some cases at least almost immediately. A faster advertisingpattern may be employed, for example, during a limited window in orderto reacquire connection with display device 710. By way of illustration,with reference to FIG. 9 , advertisement message interval 915 may bereduced such that advertisement messages 920 are sent more frequentlyduring advertisement duration 910.

Furthermore, the user may not be aware that there has been adisconnection according to operation 795 g. This may in some cases leadto packet drop or data loss. Thus, in some cases, analyte sensor system708 may resume advertisement automatically without user intervention.Alternatively or in addition, advertisement can be resumed based on atrigger provided via NFC by the user. For example, the user may receivea notification via GUI 340 that connection has been lost. Thenotification may prompt the user to bring display device 710 intorelatively close proximity with analyte sensor system 708, such that NFCsignaling can be exchanged. Other techniques can be employed to manuallytrigger resumed advertisement. For example, the user may be prompted totap analyte sensor system 708. In other example, alternatively or inaddition to NFC- and accelerometer-based triggers, the user may beprompted to bring display device 710 into relatively close proximitywith analyte sensor system such that RSSI-based triggers can resumeadvertisement messaging. Once resumed, advertisement can be made tooccur for an indefinite amount of time and for relatively long durationwindows.

In some cases, when advertising is resumed, a very short advertisementperiod (or advertisement message interval 915, with reference to FIG. 9) can be employed for a first advertisement duration 910 and then alonger period (or advertisement message interval) can be employed for asecond advertisement duration (e.g., in connection with advertisementduration structure 935′, with reference to FIG. 9 ). If there is stillno connection established with display device 710, analyte sensor system708 can, for example, then opt to switch to the intermittent connectionmodel, as will be described in further detail below. Alternatively,analyte sensor system 708 can terminate advertising and remaindisconnected. In such a case, analyte sensor system 708 may send amessage to display device 710 that causes the user to be prompted toprovide a trigger for analyte sensor system 708 to resume advertisement(e.g., at operation 795 a′). As mentioned, such a trigger may beprovided in the form of NFC, for example. Upon receiving the trigger,analyte sensor system 708 can resume advertising with a shortadvertisement message period to increase the chances of connecting todisplay device 710. Such an advertisement scheme may likewise beemployed when analyte sensor system 708 is first activated, in order toconnect to display device 710. Alternatively or in addition, analytesensor system 708 may advertise for connection to other known displaydevices 710 with the hopes that they will form a more reliableconnection.

According to embodiments of the continuous connection model, whendisplay device 710 is not connected to analyte sensor system 708 (e.g.,where the connection has been terminated or otherwise), display device710 continuously scans for analyte sensor system 708 (e.g., by lookingfor advertisement messages sent by analyte sensor system 708). In suchcases, analyte sensor system 708 may advertise as much as is permittedunder the circumstances. For example, analyte sensor system 708 mayemploy a smaller advertisement messaging period, according to whichadvertisement messages are sent more frequently. In this manner, analytesensor system 708 can attempt to quickly acquire or reacquire connectionwith display device 710 previously connected to analyte sensor system708, or another display device 710. The extent or intensity ofadvertising may in some instances be limited, however, based on batteryconstraints of analyte sensor system 708. Thus, analyte sensor system708 may send advertisement messages according to periodic advertisementwindows (e.g., as may be employed in connection with the intermittentconnection model), such as described herein with reference to FIG. 9 .

In some cases, the continuous connection model may be considered to bestate based. That is, for example, if display device 710 attempts toread an analyte value from analyte sensor system 708, display device 710would only receive the analyte data when there is a new or updated valueavailable. Some examples of the continuous connection model, however,may be only partially state based. That is, in some cases, a two-waycommunication may take place. For example, display device 710 mayrequest analyte data or other information, such as sensor information,or may send data to analyte sensor system 708. Based on the request/sentdata, analyte sensor system 708 may provide new analyte data along withupdated calibration data and updated sensor data, etc. In otherexamples, as alluded to above, analyte sensor system 708 may send datawhen new data is available (e.g., if battery power is low). That is,analyte sensor system 708 may operate in more of a state based manner.

With further regard to the continuous connection model, FIG. 18 providesan operational flow diagram illustrating various operations that may beperformed in accordance with embodiments of the present disclosure. Forillustration purposes, reference is made here to FIG. 7J, as well asnumerals of components shown therein. Nevertheless, one of ordinaryskill in the art will appreciate upon studying the present disclosurethat like components from other FIGS. of the present disclosure may beincluded in the scope of the present description of FIG. 18 .

Embodiments shown in FIG. 18 involve aspects of method 1800 for wirelesscommunication of analyte data, including, for operating according to acontinuous connection model as described in instances herein. In thisregard, method 1800 includes at operation 1805A analyte sensor system708 periodically exchanging messaging with display device 710 such thatanalyte sensor system 708 and display device 710 maintain a connection.Here, reference is made by way of example to operation 795 e shown inFIG. 7J.

At operation 1805B, method 1800 may involve receiving a connectionrequest from display device 710. Here reference is made by way ofexample to operation 795 b shown in FIG. 7J. Method 1800 optionallyincludes at operation 1805C analyte sensor system 708 sending a proposalfor a set of connection parameters to display device 710, responsive toreceiving the connection request. Here again reference is made by way ofexample to operation 795 b, and also to operation 795 f. At operation1805D, method 1800 may include receiving a connection decision fromdisplay device 710, based on the proposal. Here again reference is madeby way of example to operation 795 b, and also to operation 795 f.

It should be understood that operations 1805B through 1805D can beperformed before, after, and/or during the periodic exchange ofmessaging of operation 1805A. For example, operations 1805B through1805D may be executed in connection with establishing a connection thatis maintained according to operation 1805A. Alternatively oradditionally, operations 1805B through 1805D may be executed inconnection with modifying a connection maintained according to operation1805A. In this regard, periodically exchanging messaging at operation1805A may be done based on the set of connection parameters proposed atoperation 1805C, responsive to the connection decision received atoperation 1805D including an acceptance of the proposal and/or aconnection being established. Operation 1805E involves establishing aconnection between analyte sensor system 708 and display device 710based on the connection decision received at operation 1805D.Accordingly, operation 1805E may precede operation 1805A in some cases.For example, with reference to FIG. 7J, see operations 795 b and 795 e.At operation 1805F, method 1800 includes analyte sensor system 708transmitting analyte data to display device while analyte sensor system708 and display device 710 maintain the connection. Reference is madehere by way of example to operation 795 d in FIG. 7J.

At operation 1805G, method 1800 may include requesting to modify one ormore of the connection parameters, responsive to a violation of one ormore of the connection parameters (e.g., connection interval, slavelatency, and supervision timeout). Here, reference is made by way ofexample to operation 795 f. At operation 1805H method 1800 may includeterminating the connection, based on a violation of one or more of theconnection parameters. At operation 1805J, method 1800 optionallyincludes providing a notification related to terminating the connection(e.g., visual, audible, and/or haptic). At operation 1805K, method 1800may include analyte sensor system 708 transmitting advertisementmessages, responsive to terminating the connection at operation 1805H.Here, reference is made to operation 795 a′ in FIG. 7J.

With further regard to the continuous connection model, FIG. 19 providesan operational flow diagram illustrating various operations that may beperformed in accordance with embodiments of the present disclosure. Forillustration purposes, reference is made here to FIG. 7J and FIGS. 10Athrough 10E, as well as numerals of components shown therein.Nevertheless, one of ordinary skill in the art will appreciate uponstudying the present disclosure that like components from other FIGS. ofthe present disclosure may be included in the scope of the presentdescription of FIG. 19 .

Embodiments shown in FIG. 19 involve aspects of method 1900 for wirelesscommunication of analyte data, including, for operating according to aidentifying and/or selecting a device for connection according to thecontinuous connection model as described in instances herein. In thisregard, method 1900 includes at operation 1905A obtaining a derivativeof a first signal received via a first link (e.g., link 1032 a). Atoperation 1905B, method 1900 includes generating an identification forselection, based on the derivative of the first signal. Operation 1905Cinvolves obtaining a derivative of a second signal received via a secondlink (e.g., 1032 a′). Operation 1905D involves generating a selectionfor connection, based on the derivative of the second signal.

At operation 1905E, method 1900 optionally includes receiving aconnection request from display device 710. Here, reference is made byway of example to operation 795 b in FIG. 7J. Method 1900 may include atoperation 1905F analyte sensor system 710 sending a proposal for a setof connection parameters to display device 710, responsive to receivingthe connection request. Here, reference is made by way of example tooperations 795 b and 795 f in FIG. 7J. At operation 1905G, method 1900may include receiving a connection decision from display device 710,based on the proposal. Reference is made here by way of example tooperations 795 b and 795 f/795 g in FIG. 7J.

At operation 1905H, method 1900 includes establishing a connectionbetween display device 710 and analyte sensor system 708, based on theselection for connection and/or the connection decision. For example,the connection may be established responsive to the connection decisionincluding an acceptance of the proposal for the set of connectionparameters send at operation 1905F. Reference is made here by way ofexample to operations 795 b and 795 f in FIG. 7J. Operation 1905Jinvolves periodically exchanging messaging to maintain the connection,for example based on the set of connection parameters. Reference is madehere by way of example to operation 795 e in FIG. 7J. At operation1905K, method 1900 includes analyte sensor system 710 transmittinganalyte data to display device 710 while analyte sensor system 708 anddisplay device 710 maintain the connection.

With further regard to the continuous connection model, FIG. 20 providesan operational flow diagram illustrating various operations that may beperformed in accordance with embodiments of the present disclosure. Forillustration purposes, reference is made here to FIGS. 7C and 7J, aswell as numerals of components shown therein. Nevertheless, one ofordinary skill in the art will appreciate upon studying the presentdisclosure that like components from other FIGS. of the presentdisclosure may be included in the scope of the present description ofFIG. 20 .

Embodiments shown in FIG. 20 involve aspects of method 2000 for wirelesscommunication of analyte data, including, for implementing an improvedauthentication scheme in conjunction with operation according to acontinuous connection model as described in instances herein, in orderto for example, reduce the number of messages exchanged before analytedata can be securely transmitted (e.g., in an encrypted fashion betweenauthenticated devices).

In this regard, at operation 2005A, method 2000 includes authenticatingdisplay device 710 for a first connection (e.g., with analyte sensorsystem 708) by exchanging information related to authentication betweenanalyte sensor system 710 and display device 708. Here, reference ismade by way of example to operation 795 c in FIG. 7J. At operation2005B, method 2000 optionally includes establishing the first connectionbetween display device 710 and analyte sensor system 708. Here,reference is made by way of example to operation 795 b in FIG. 7J. Atoperation 2005C, method 2000 includes, analyte sensor system 708periodically exchanging messaging with display device 710 to maintainthe first connection. Periodically exchanging the messaging at operation2005C is in this case based on authenticating at operation 2005A. Here,reference is made by way of example to operation 795 e in FIG. 7J. Atoperation 2005D, method 2000 includes analyte sensor system 708transmitting encrypted analyte data to display device 710 during thetime the first connection is maintained. Reference is made here forexample to operations 795 d and 795 d′ in FIG. 7J.

Embodiments of method 2000 includes at operation 2005E terminating thefirst connection. For illustration purposes, reference is made tooperation 795 g in FIG. 7J. At operation 2005F, method 2000 optionallyincludes establishing a second connection between analyte sensor system708 and display device 710. Operation 2005G involves analyte sensorsystem 708 periodically exchanging messaging with display device 710 tomaintain the second connection. At operation 2005H, method 2000 mayinclude analyte sensor system 708 transmitting encrypted analyte data todisplay device 710 during the time the second connection is maintained.For the second connection, the periodically exchanging the messaging atoperation 2005G and the transmitting encrypted analyte data at operation2005H are based on authenticating display device 710 for the firstconnection at operation 2005A. Thus, in connection with these aspects ofmethod 2000, authentication may not be repeated where a priorauthentication can be sued to reduce the amount of messaging exchangedbefore the transmission of analyte data.

L. Switching between Connection Models

As mentioned above, there are various embodiments where the intermittentconnection model and/or the continuous connection model may beimplemented. Moreover, in some embodiments, various parameters such asbattery power of the analyte sensor system and/or the display device,reliability, and availability of the wireless connections, etc. may betaken into consideration during the implementation of one or more of theconnection models.

Accordingly, embodiments of the present disclosure involve switchingbetween these connection models in order to provide a flexible andadaptable system that may be optimized for a variety of use cases,operating conditions, and user/system preferences. Switching adaptively(whether in an automated fashion or based on user input, both of whichare contemplated herein) may allow for optimization of battery powerusage as well as transmission efficiency and data accuracy. In addition,device performance and behavior can, in accordance with exampleembodiments, be tracked over time and be used to develop an optimizationprofile with respect to circumstances in which various connection modelsmay be preferable.

As alluded to above, in some cases, the connection model may be switchedon an automated basis depending on various criteria. For example, theconnection model may be set depending upon the type of display devicebeing connected to the analyte sensor system (e.g., smartphone vs.medical device). In another example, the connection model may be setbased on the number of display devices being used—e.g., if a single,dedicated device is being used (e.g., for a predetermined amount oftime), then the system may switch to the continuous connection model. Inanother example, the connection model may be switched based upon currentor projected battery life. The quality of exchanged signals may also beused to determine whether a switch between connection models isappropriate. Further, a switch in connection models may be based on thetime of day and/or the location of analyte sensor system 708 and/ordisplay device 710. The switch could be initiated by display device 710and/or analyte sensor system 708.

In embodiments, the switch may be based on user input or may besemi-automatic. For example, a user may navigate a GUI such as GUI 340to implement the switch. In particular, with reference to FIG. 3G, theuser may select the connection status (“Conn. Status) option 314 f tovary the connection model employed. In some cases, different buttons 316f may be presented via GUI 340, where each button (or soft key)corresponds to a different connection model. In other cases, such as isshown in FIG. 3G, a single button may be used to select betweenconnection models. In some such cases, a drop-down menu may be providedso that the user can select between different connection models. Inother cases, a number or letter or other character can be used toindicate the desired connection model. In another example, the switchmay be triggered automatically in turn triggering a prompt beingpresented to the user on display device 710 via GUI 340. The user maythen approve or deny the switch (thus, the switch can be madesemi-automatic). The prompt may provide the user with informationregarding the connection model currently employed, the reason for theproposed switch, and in some cases the consequences of rejecting and/oraccepting the proposed switch, including tradeoffs related to the same.

FIG. 7K illustrates by way of example, embodiments involving theemployment of various connection models, as well as features related tothe same. Namely, method 724 includes the use of several connectionmodels being employed in an example sequence. A shown, at T_(interval),communication session 720 may occur. Communication session 720 involvesemploying the intermittent connection model, and with reference to FIG.7A, may involve such features as advertising at operation 705 a,authentication at operation 705 c, and data transmission at operation705 d. FIG. 7K also illustrates, at operation T_(interval)′, theoccurrence of communication session 725, which involves the intermittentconnection model. With reference to FIG. 7C, communication session 725may involve such features as advertising at operation 735 a, and datatransmission at operation 735 d. Notably, embodiments of communication725 may not include authentication, for example where authentication wasperformed previously in conjunction with communication 720, or in othersituations where authentication can be skipped or bypassed, as describedherein. Referring again to FIG. 7K, communication 725′ is shownoccurring at T_(interval)″, where the intermittent connection model mayagain be employed. T_(interval)′may be the same as or different fromT_(interval), in various embodiments described herein. Likewise,T_(interval)″ may be the same as or different from T_(interval) andT_(interval)′ in various embodiments described herein.

Following communication 725′ in FIG. 7K, communication 780 is shown tooccur. With reference to FIG. 7J, communication 780 involves employingthe continuous connection model. It should be noted here that less thanall operations or aspects of communication session 780 as shown in FIG.7J may occur in connection with certain instances of communicationsession 780. For example, with reference to FIG. 7K, authentication mayalready have been performed previously in conjunction with communicationsession 720. As a result, authentication at operation 795 c ofcommunication 780 may not occur. Also, in some cases, connectionparameters may have been established previously in conjunction with oneor more of communication sessions 720, 725, 725′, etc. Or for example,connection parameters may have been established in conjunction with aprevious instance of communication session 780 or other communicationsession employing the continuous connection model or otherwise involvingconnection parameters. In such cases, the established connectionparameters can be used in making a connection decision at operation 795b, such that the exchange of connection parameters described withrespect to operation 795 b need not occur. This can allow for quickerconnection establishment with reduced signaling.

With further reference to FIG. 7K, after communication session 780 hasbeen active for an indefinite amount of time, disconnection may occur, anew communication session may be initiated, and/or the employedconnection model may be changed. For example, as shown at operation 795g (referencing FIG. 7J), connection may be lost for various reasons,such as user preference/input, network or power conditions, and so on.In the illustrated example of FIG. 7K, analyte sensor system 708 anddisplay device 710 are disconnected for some time, after whichcommunication session 725″ is initiated during T_(interval)′″ and theintermittent connection model is employed. It will be appreciated,however, that no disconnection need occur in order to switch connectionmodels. Rather, in embodiments, communication session 780 involves theexchange of messaging while in a connected state, where the messagingsignals that a transition from the continuous connection model to, forexample, the intermittent connection model, should occur. Such signalingcan occur at almost any point during communication session 780, oneexample being in conjunction with operation 795 f. Likewise, similarsignaling can be exchanged in conjunction with a communication sessioninvolving the intermittent connection model in order to initiate atransition to the continuous connection model.

In embodiments, one of the continuous connection model, in which analytedata can be exchanged upon or shortly after the data becoming availablefor transmission, or the intermittent connection model, is employedresponsive to an indication, such as, for example, an indication of ause preference related to display device 710. The indication may becommunicated to/from analyte sensor system 708 at various points. Inexample cases, the indication can be communicated before connection isestablished. For example, advertisement messages transmitted fromanalyte sensor system 708 (e.g., at operations 705 a, 735 a, and/or 795a) may contain the indication signaling that the continuous connectionmodel is preferable, should be employed, or is required, or that thereis not preference for a particular connection model. By way ofillustration, this may be done using a flag in an advertisement packet(e.g., packet 800 with reference to FIG. 8 ) or by otherwise modifyingthe information carried in the advertisement packets. In response, therequest for data connection (e.g., at operation 705 b, 735 b, and/or 795b) can then indicate whether the indication regarding the connectionmodel is agreeable.

Alternatively or in addition, the indication may be exchanged inresponse to advertisement messages being received at display device 710,for example, in conjunction with a connection request/grant (e.g., atoperations 705 b, 735 b, and/or 795 b) or other message related toconnection establishment. In such examples, subsequent messaging such asthe grant of a data connection e.g., at operation 705 c, 735 c, and/or795 c), authentication messaging (the request for data connection (e.g.,at operation 705 b and/or 795 b), etc. can then indicate whether theindication regarding the connection model is agreeable.

As another example, the indication may be exchanged in conjunction witha request or transmission of data (e.g., at operations 705 d, 735 d,and/or 795 d). With respect to communication session 780, the indicationmay be exchanged in conjunction with messaging used to maintain theconnection (e.g., at operation 795 e) and/or in conjunction withmessaging used to update connection parameters (e.g., at operation 795f). In some embodiments, the indication can be exchanged at other pointsduring or outside of a connection between analyte sensor system 708 anddisplay device 710. For example, the indication may be sent in real timeor at least near real time, or at other predetermined times notmentioned heretofore.

With respect to generating the indication, in one example situation, theuser of display device 710 may indicate that the continuous connectionmodel is preferred relative to the connect/disconnect model, or viceversa. For example, if the user prefers a first display device 710(e.g., a smartphone), such that, e.g., it is the only display device 710the user will be using to capture analyte data, then analyte sensorsystem 708 may operate in the continuous connection mode according tocommunication session 780 after connecting to the preferred displaydevice 710. The user's preference may be indicated manually by the user(e.g., via GUI 340 and the “Dedicated”, “Priority”, or Preferencesoptions), or may be derived from data relating to usage of first displaydevice 710 as well as other display devices, for example, as isdescribed in detail herein. Deriving the user's preference may be donebased on data relating to the user's analyte data values/trends, thetime of day, location, radio link conditions (including, e.g., RSSI),packet loss rates, and network parameters, for example.

In some embodiments, a prioritization scheme may be configured withrespect to multiple display devices 710. In order to implement thepriority scheme for a particular display device 710, communicationsession 780 may be used for that particular display device 710. In somecases, for example, if packet loss increases above a threshold, thecontinuous connection model may be employed in order to decrease packetloss. In some cases, the continuous connection model or the intermittentconnection model may serve as a default connection model, and thecorresponding communication session (e.g., 720, 725, 740, 780) can beemployed by default. The default model may be selectable, e.g.,according to user input or adaptively based on various of theparameters/criteria described above.

To illustrate, analyte sensor system 708 and a first display device 710may be communicating analyte data using the intermittent connectionmodel as described above (e.g., with respect to FIGS. 7A, 7B, and 7E).In this scenario, the first display device 710 may, for example, be auser's smartphone. Analyte sensor system 708 may also, according to theconnect/disconnect model, be communicating analyte data with a seconddisplay device 710, which may, for example, be a medical device (e.g.,an insulin pump, medical device 136, or the like) or a proprietarydisplay device (e.g., a device designed specifically for thecommunication of analyte data, such as display device 110, withreference to FIG. 1A; examples of such are also referred to herein attimes as an analyte display device). The user may then provide, forexample via GUI 340, an indication that the user will only be using thesmartphone and not the medical device. As mentioned, this may be donevia GUI 340 provided on the smartphone in connection with anapplication, such as application 330, that may be related to thecommunication of analyte data. For example, with reference to FIG. 3G,the user may select one of options 316 e to indicate that a displaydevice 710 should be dedicated or not dedicated, or another option (notspecifically shown/enumerated) that the devices is preferred or notpreferred (e.g., “Priority” and/or “Preferences”).

The smartphone (or other type of display device 710) in this example maythen transmit the user's indication to analyte sensor system 708, whichupon receiving the indication may initiate operation under thecontinuous connection model according to communication session 780,since the user selected the device to be dedicated. With reference toFIG. 7J, the user's indication may be transmitted from display device710 to analyte sensor system 708 at operation 795 b, in the form of arequest message. Although other display devices 710 (including, e.g., amedical device such as medical device 136) can listen to the analytesensor system 708 (that is, receive messages therefrom) in thisscenario, only the preferred display device 710—in this example, thesmartphone—is operating under the connected model, and hence potentiallyexchanging analyte data relatively more frequently.

In embodiments, the continuous connection model, e.g., according tocommunication session 780, is employed adaptively. For example,depending on the time of day, there may be an advantage to operatingunder the continuous connection model according to communication session780 (as opposed to, for example, employing the intermittent connectionmodel or using another form of communication session described herein)for some users and/or display devices 710. Particular users mayexperience more severe glucose level variations during certain times ofday. Such variations, for example, may be more rapid and/or large inmagnitude at certain times. In some instances, such variations may notbe ideally addressed by analyte sensor system 708 operating under theintermittent connection model according to communication sessions 720,725, and/or 740, for example, since analyte values may in some cases beexchanged relatively less frequently. Thus, during times when glucoselevel variations are typically severe, analyte sensor system 708 and/ordisplay device 710 may initiate operation under the connected modelpursuant to communication session 780. Accordingly, the connection modelused can be changed/toggled/switched adaptively.

In another example, network parameters, network conditions, the qualityof the radio link (e.g., RSSI etc.), the number of display devices 710seeking connection to or in communication with analyte sensor system708, and/or a prioritization scheme (e.g., as determined by a user orotherwise), may serve as the basis for operating under the continuousconnection model (e.g., per communication session 780) or theintermittent connection model on an adaptive basis. With respect tonetwork parameters or conditions, and/or with respect to radio linkquality, a degradation may result in packet loss. Such packet loss, asalluded to above, may be more critical to the exchange of analyte dataunder the intermittent connection model, since data is in some cases notexchanged as frequently relative to the continuous connection model.Accordingly, in order to mitigate degradation of network parameters orconditions, and/or radio link quality, when such degradation isdetected, analyte sensor system 708 and display device 710 may initiateoperation under the continuous connection model pursuant tocommunication session 780. As mentioned above, analyte sensor system 708and/or display device 710 may monitor network parameters, networkconditions, and/or radio link quality. These measurements may then becompared to thresholds such that switching the employed connection model(e.g., between various communication sessions) may be done adaptivelyresponsive to the threshold being crossed.

With respect to the number of devices seeking a connection to analytesensor system 708, and/or being in communication therewith, adaptationof the operating mode/connection model can be described as follows. Alarge number of display devices 710 may be in range from analyte sensorsystem 708, and attempting to connect thereto may result ininterference, and hence packet loss and/or increased power consumption.To avoid such packet loss and increased power consumption, even in theface of numerous display devices 710 seeking a connection, analytesensor system 708 may initiate operation under the continuous connectionmodel with a preferred display device 710.

This may be done by analyte sensor system 708 maintaining a count of thenumber of display device 710 devices seeking a connection thereto, andsignaling a preferred display device 710 to enter operation under thecontinuous connection model if the count surpasses a threshold. Suchsignaling may be implemented in conjunction with various operations ofcommunication sessions described herein, for example. Alternatively oradditionally, packet loss may be monitored (e.g., at display device 710and/or analyte sensor system 708). Further, the source of such packetloss may be determined, or estimated/approximated, e.g., at displaydevice 710 and/or analyte sensor system 708. If the source of the packetloss is determined to be interference (due, for example, to numerousdisplay devices 710 attempting to connect to analyte sensor system 708),operation under the continuous connection model may be initiated.

Here, the preferred display device 710 may also be determinedinstantaneously or nearly so, may be determined on the fly, and may bedetermined without user intervention. For example, the preferred displaydevice 710 may be determined based on frequency of use, a previouslydetermined prioritization scheme, the quality of connection or radiolink (e.g., based on signal power, channel loss, bit error rate, RTT,RSSI, etc.), available battery life and/or processing power, the time ofday, etc. Alternatively or in addition, the user may be queried via GUI740, e.g., as part of application 330 running on display device 710, asto the preferred display device 710.

With respect to terminating the connection established and maintainedpursuant to communication session 780, several techniques may beemployed. As mentioned above, operation 795 e may involve the exchangeof messaging according to a connection interval. Such messages may bethought of as “ping” messages.

The sequential exchange of such messaging may involve a first messageand a second message that is successively transmitted with respect tothe first message, and so on with respect to third, fourth, and fifthmessages, etc. The first such message may be configured to include aconnection interval that indicates when the next message in the sequencewill be exchanged between analyte sensor system 708 and display device710, or in other words may include a scheduled amount of time betweenthe sequential exchange of the first and second ping messages.

This connection interval may be varied between the messages exchanged atoperation 795 e. If display device 710 does not receive the secondmessage within the expected connection interval, the connection betweendisplay device 710 and analyte sensor system 708 may be terminated atoperation 795 g. In another instance, the connection may be terminatedif a proposed connection interval is NACKed or otherwise rejected, e.g.,at operation 795 b or operation 795 f. That is, if analyte sensor system708 and display device 710 do not agree upon a connection interval, theconnection may be closed/terminated. An ACK/NACK may also be sentfollowing each ping message (e.g., multiplexed ACK/NACK) or following apredetermined or adaptively varied number of such messages (e.g.,bundled ACK/NACK), e.g., at operation 795 e.

In embodiments, one or more messages exchanged at operation 795 e mayinclude a timeout value. As mentioned above, supervision timeout andrelated techniques may also be employed with respect to the continuousconnection model. For example, upon expiry of the timeout value, if asecond ping message has not been received, method 722 may involveterminating the connection at operation 795 g. When the connection isterminated, communication session 780 may end. At this point,transceiver 360 and/or processor 380 of analyte sensor system 708 can bedeactivated in some cases. Alternatively, as mentioned above, analytesensory system 708 can initiate advertisement at operation 795 a′. Insome cases, the decision to deactivate or advertise can be based on anapparent reason the connection was terminated. For example, if theconnection was terminated concurrently with interference events,degraded radio conditions, or loss of battery power, analyte sensorsystem 708 may initiate advertisement per operation 795 a′ in order toreacquire the display device 710 previously connected or another displaydevice 710.

Generally, an instance of communication session 780, in which analytesensor system 708 and display device 710 are continuously connected, mayremain last until the connection is closed or terminated or lost forvarious of the potential reasons described above. A request to modifythe connection model (e.g., send according to operation 795 f) mayresult in the terminating the connection established as part ofcommunication session 780, and the triggering of a different connectionmodel, for example by initiating communication session 725″. In somecases, the employed connection model may be controlled manually via GUI340. With reference to FIG. 3G, a user may be presented with sub-menu314 f which allows selection of a connection model using options 316 f,thus initiating a switch in the employed connection model. Method 722thus provides a highly flexible and adaptable technique for thecommunication of analyte data.

With regard to connection models described herein, in embodiments of thepresent disclosure, different connection models can be used fordifferent connected devices (e.g., display devices 710). With referenceto FIG. 3C, for example, communication session 780 can be employed asbetween display devices 310 a and 310 b, while at the same time adifferent communication session (e.g., 720, 725, 740, etc.) can beemployed as between display devices 310 a and/or 310 b, on the one hand,and analyte sensor system 708 on the other hand. In embodiments, one ofdisplay devices 310 a and 310 b may not be connected to analyte sensorsystem 708 but may nevertheless receive analyte data therefrom viaanother display device 310 b or 310 a that is connected to analytesensor system 708. In some cases, this may be referred to as tethering.Such configurations can be implemented, for example, using sub-menu 314a presented by GUI 340, with reference to FIGS. 3F and 3G.

Turning now to FIGS. 3C-3E, embodiments of the present disclosureinvolve configuring and/or setting up a kind of mesh network usingvarious of the connection models described herein. For example, two ormore display devices 310 a and 310 b can be connected to analyte sensorsystem 308 using different connection models. With reference to FIG. 3Cand the illustrated system 304, analyte sensor system 308 may beconnectable to display devices 310 a and 310 b via communication medium305 a. Further, display devices 310 a and 310 b may be connectable toone another via communication medium 305 b. It will be appreciated thatalthough two display devices 310 a and 310 b are shown in FIGS. 3C-3E,more than two display devices may be included in the mesh-like networksdescribed herein and/or using various connection models.

FIG. 3D shows that in connection with system 306 a, analyte sensorsystem 308 may be connectable to display devices 310 a and 310 b,respectively, using various communication media (e.g., communicationmedium 305) and/or connection models (e.g., intermittent connectionmodel, continuous connection model, etc.), represented by way ofillustration as Connections A and B. Additionally, display devices 310 aand 310 b may be connectable to one another using various communicationmedia and/or connection models, represented by way of illustration hereas Connection C. For example, when two display devices 310 a and 310 bare in range of analyte sensor system 308, analyte sensor system 308 anddisplay device 310 a may connect using the continuous connection model.Display device 310 b may then connect to analyte sensor system 308 usingthe intermittent connection model. In this manner, with display deice310 b connected to display device 310 a, display device 310 a canessentially act as a gateway device for display device 310 b. In someother embodiments, analyte sensor system 308 may simultaneously connectwith both display device 310 a and display device 310 b via thecontinuous connection model. (e.g., both Connection A and Connection Bmay use continuous connection model). It is contemplated that multipledisplay devices may simultaneously connect with the analyte sensorsystem using the continuous connection model.

It will be appreciated here that the respective connection models useddisplay devices 510 a and 510 b may switch. It will also be appreciatedthat both display devices 310 a and 310 b can connect to analyte sensorsystem using the intermittent connection model. Regardless of theconnection models employed between analyte sensor system 306 a, on theone hand, and display devices 310 a, 310 b on the other hand, displaydevices 310 a, 310 b may connect to one another using eitherintermittent connection model or the continuous connection model.Furthermore, any of the communication media and/or connection modelsemployed (e.g., in Connections A, B, and C) can switch to a differentconnection model subsequent to connection establishment.

Turning now to FIG. 3E, another example of configuring and/or setting upa mesh network using various of the connection models described hereinis illustrated. As shown in connection with system 306 b, analyte sensorsystem 308 may be connectable to a series of display devices 310 a, 310b, 310 c, with various connection models and/or communication media 305being employed for each of the respective connections. It will beappreciated that any of the connection models described herein may beused for Connections D, E, and/or F, etc. Furthermore, any of theconnection models employed (e.g., Connections D, E, and F) can switch toa different connection model subsequent to connection establishment. Itwill also be appreciated that in example implementations of system 306b, one or more display devices can be connected to analyte sensor system308 in parallel with display devices 310 a, 310 b, and 310 c. Eachdisplay devices may also have connected thereto a chain of displaydevices, as is shown with respect to display devices 310 a, 310 b, and310 c.

In embodiments relating to the configurations shown in FIGS. 3C to 3E, auser interface such as GUI 340, with reference to FIGS. 3F and 3G, canpresent to the user information regarding the mesh network, such thatthe user may maintain some level of control and/or input into theconfiguration thereof. For example, the topography of the mesh networkmight be provided, and the user may be enabled to access connectionlinks to alter the connection model employed or the connectionparameters used, advertisement characteristics, etc. associated with thevarious connections. Moreover, the user may be able to switch amongdisplay devices 310 a, 310 b, etc. in terms of which device can act as agateway to other devices.

Referring now to FIGS. 15A and 15B, some embodiments of the presentdisclosure related to the above-described connection parameters will nowbe described. In this regard, FIGS. 15A and 15B provide operational flowdiagrams illustrating various operations that may be performed inaccordance with embodiments of the present disclosure, for example inconnection with setting and/or modifying connection parameters inaccordance with various connection models described herein. Forillustration purposes, reference is made here to FIGS. 7J, as well asnumerals of components shown therein. Nevertheless, one of ordinaryskill in the art will appreciate upon studying the present disclosurethat like components from other FIGS. of the present disclosure may beincluded in the scope of the present description of FIG. 15A and 15B. Itwill also be noted at this juncture that while the setting, negotiation,and/or modification of connection parameters may be related in somecases to switching between connection models, in other cases, thesetting, negotiation, and/or modification of connection parameters maybe related to operating according to a single connection model for agiven amount of time. Nevertheless, discussion of these features isincluded in this portion of the disclosure for the reader's convenience.

Embodiments shown in FIG. 15A involve aspects of method 1500 forwireless communication of analyte data, including, for example theexchange, negotiation, and setting of connection parameters and relatedfeatures. In this regard, method 1500 may include at operation 1505Arequesting a connection according to a first connection model. Forexample, display device 710 may request a connection to analyte sensorsystem 708 in conjunction with operation 795 b shown in FIG. 7J. Thefirst connection model could be an intermittent connection model or acontinuous connection model. At operation 1505B, method 1500 includesreceiving a proposal for a connection parameter. The proposal includesone or more proposed values for the connection parameter. Proposals formultiple connection parameters can be sent simultaneously or nearly soin some cases. The proposal may be received at analyte sensor system 708and/or display device 710. At operation 1505C, method 1500 includesdetermining whether the proposal is acceptable. Operation 1505D involvesgenerating a response to the proposal, based on determining whether theproposal is acceptable.

At operation 1505E, method 1500 optionally includes sending acounter-proposal, if the response generated at operation 1505E indicatesa preference of a value for the connection parameter other than theproposed values for the connection parameter. The counter-proposal mayinclude one or more counter-proposal values for the connectionparameter. Embodiments of method 1500 also include at operation 1505Freceiving a response to the counter-proposal. Based on the responsereceived to the proposal of values and/or the counter-proposal ofvalues, various actions may be taken.

At operation 1505G, method 1500 may include establishing a connectionbetween display device 710 and analyte sensory system 708 based on oneor more of: an acceptable proposal value of the one or more proposedvalues, if the response indicates an acceptance of the acceptableproposed value; at least one of the counter-proposal values, if theresponse to the counter-proposal indicates an acceptable of one or moreof the counter-proposal values. At operation 1505H, method 1500 mayinclude generating a negative connection decision, if the response tothe counter-proposal indicates a denial of the counter-proposal values.In some cases, a negative connection decision may also be generated atoperation 1505H based on a denial of at least one of the propose values.At operation 1505J, method 1500 optionally includes modifying aconnection between display device 710 and analyte sensor system 708based on one or more of: an acceptable proposed value of the one or moreproposed values, if the response indicates an acceptance of theacceptable proposed values; and at least one of the counter-proposalvalues, if the response to the counter-proposal indicates an acceptanceof one or more of the counter-proposed values.

At operation 1505K, method 1500 may include terminating a connectionbetween display device 710 and analyte sensor system 708, for example:if the response to the counter-proposal indicates a denial of thecounter-proposal values; if the response to the proposal indicates adenial of at least one of the propose values; and responsive todetermining that the proposal is not acceptable. At operation 1505L,embodiments of method 1500 includes providing a notification related toterminating the connection (e.g., at operation 1505K). In embodiments,method 1500 includes requesting a connection according to a secondconnection model (e.g., that is different from the first connectionmodel), responsive to determining that the proposal and/orcounter-proposal is not acceptable.

FIG. 15B illustrates embodiments of the present disclosure related toaspects of method 1502 for wireless communication of analyte data,including, for example the exchange, negotiation, and setting ofconnection parameters and related features. In this regard, method 1502may include at operation 1510A, responsive to input from an applicationrunning on display device 710 (e.g., application 330 with reference byway of example to FIG. 3B), display device 710 sending to analyte sensorsystem 708 a messing that includes a value for a connection parameter.At operation 1510B, method 1502 includes display device 710 receivingfrom analyte sensor system 708 the value for the connection parameter.

At operation 1510C, method 1502 may include obtaining an indication ofwhether the value is acceptable. This obtaining may be accomplished, forexample, by display device 710 receiving from analyte sensor system 708a determination of whether the value is acceptable. At operation 1510D,method 1502 includes an operating system of display device 710 (e.g., asmay be stored in storage 325 and executed/controlled at least partiallyby processor 335, with reference by way of example to FIG. 3B) applyingthe value for the connection parameter, based on a determination thatthe value is acceptable. For example, the value may be applied to aconnection established or to be established between analyte sensorsystem 708 and display device 710.

With further regard to switching between connection models, FIGS. 16Athrough 16C provide operational flow diagrams illustrating variousoperations that may be performed in accordance with embodiments of thepresent disclosure. For illustration purposes, reference is made here toFIGS. 7A through FIG. 7K, as well as numerals of components showntherein. Nevertheless, one of ordinary skill in the art will appreciateupon studying the present disclosure that like components from otherFIGS. of the present disclosure may be included in the scope of thepresent description of FIG. 16A through 16C.

Embodiments shown in FIG. 16A involve aspects of method 1600 forwireless communication of analyte data, including, for example switchingbetween operating according to different connection models describedherein. In this regard, method 1600 includes at operation 1605Aoperating in a first mode. Additionally, at operation 1605B, method 1600includes operating in a second mode. FIGS. 16B and 16C illustratefurther detail with respect to operations 1605A and 1605B. FIG. 16Billustrates embodiments involving aspects of method 1602, which includesfurther details regarding operation 1605A, mentioned above withreference to FIG. 16A. As shown, operation 1605A includes at operation1610A analyte sensor system 708 periodically exchanging messaging withdisplay device 710 such that analyte sensor system 708 and displaydevice 710 remain connected. Here, reference is made by way of exampleto operation 795 e shown in FIG. 7J. Operation 1610B involves, whileanalyte sensor system 708 and display device 710 remain connected,analyte sensor system 708 transmitting analyte data to display device710.

FIG. 16C illustrates embodiments involving aspects of method 1604, whichincludes further details regarding operation 1605B, mentioned above withreference to FIG. 16A. As shown, operation 1605B includes at operation1615A periodically establishing a connection between analyte sensorsystem 708 and display device 710. Here, reference is made by way ofexample to FIGS. 7A and 7B (e.g., communication sessions 720 and 720′and operation 705 b). Operation 1615B involves, while the connection isestablished, transmitting analyte data to display device 710.

Referring back to FIG. 16A, at operation 1605C, method 1600 may includereceiving an indication related to one or more switching criteria (e.g.,such criteria may related to batter conditions and/or management asdescribed herein). At operation 1605D, method 1600 optionally includesswitching from operating in the first mode to operating in the secondmode or switching from operating in the second mode to operating in thefirst mode. The switching at operation 1605C may be based on user inputand/or one or more switching criteria. At operation 1605E, method 1600may include presenting a notification to the user related to theswitching.

M. Reading Data Using a Characteristic-Based Profile

By way of background, some profiles described herein may be controlbased, linear, and employ a number of characteristics that may beconfigured in a sequence. In some cases, after going through a number ofcharacteristics in the sequence (e.g., reading sync time,authentication, etc.) display device 710 can request EGV values fromanalyte sensor system 708. That is, some example profiles request and/orrequire a particular sequence of commands and operations to be followedand executed before EGV is exchanged.

In accordance with embodiments of the present disclosure, profiles areprovided based on characteristics. That is, for reading or receiving EGVdata by display device 710 while operating according to the continuousconnection model or the intermittent connection model (e.g., asdescribed above), a characteristics based profile may be implemented.This may allow display device 710 to read CGM data directly, as opposedto first executing a number of communications-related operations orcharacteristics before reading the CGM data. Direct reading of CGM datamay be at least partially facilitated by the above-describedauthentication scheme because no additional authentication needs to beperformed following initial authentication. Thus, in some cases, thedisclosed profiles may include an increased number of characteristicswithout needing to exchange an increased number of messages prior to theexchange of data. One such characteristic may be used for or in somecases dedicated to encrypted EGV. As such, display device 710 may skipdirectly to the EGV characteristic and read encrypted EGV, rather thanfirst passing through all the other characteristics (as may be requiredaccording to existing control based profiles). This may result in powersavings as well as responsiveness and reliability increases.

A typical sequence of reading EGV data according to embodiments of thepresently disclosed characteristic based profiles may be as follows.Where different steps may be taken depending on the connection modelemployed (e.g., the continuous connection model or the intermittentconnection model), the same is noted in the following description.First, analyte sensor system 708 and display device 710 may establishconnection. Analyte sensor system 708 may then indicate to displaydevice 708 what and how many characteristics are included in theapplicable profile (e.g., analyte sensor system 708 may indicate that ithas three or four characteristics). For the intermittent connectionmodel, analyte sensor system 708 may then disconnect and/or go to sleepfor a time before waking back up. Alternatively or additionally, for thecontinuous connection model, the connection is maintained after analytesensor system 708 indicates the number of characteristics to displaydevice 710. Display device 710 may then at any time during theconnection for example request to read a specific characteristic fromanalyte sensor system 708 regardless of the characteristics may bearranged in a sequence. For example, the request may be made accordingto characteristic numbers. Thus, for example, display device 710 mayrequest to read characteristic numbers one and three, which may be timesync and encrypted EGV, for example.

That is, in the above-described profile implementation, (encrypted) EGVcan be read directly without stepping through other characteristics(e.g., characteristic number two in this example) that may beunnecessary (at least at the time). Accordingly, the number ofmessages/communications exchanged between analyte sensor system 710 anddisplay device 708 before the reading of (encrypted) EGV can be reduced.

FIGS. 12A and 12B show by way of example, embodiments involving theemployment of characteristic profiles, as well as features related tothe same. Namely, method 1200 includes communication session 1202 andthe use of characteristic profile 1205 being employed in an examplesequence, namely, characteristics 1205 a, 1205 b, 1205 c, and so on.Characteristic profile 1205 may include characteristics 1205 a, 1205 b,etc., which may involve, for example, advertising in conjunction withcharacteristics 1205 a and/or 1205 e, establishing a connection inconjunction with characteristic 1205 b, authentication in conjunctionwith characteristic 705 c, and data transmission in conjunction withcharacteristic 1205 d. It will be appreciated these characteristics areprovided by way of illustration only, and that additional or fewercharacteristics may be included in characteristics profile 1205.

As mentioned above, analyte sensor system 708 and display device 710 mayestablish connection. Analyte sensor system 708 may then indicate todisplay device 708 what and how many characteristics are included incharacteristic profile 1205. As represented in FIG. 12B, display device710 may request to read a characteristic 1205 d (e.g., read an encryptedestimated glucose value) from analyte sensor system 708 withoutperforming each of the characteristics in the sequence shown in FIG.12A, e.g., according to characteristic profile 1205. It will beappreciated at this juncture that communication sessions 1202 and/or1204 may employ an intermittent connection model, a continuousconnection model, or both.

With further regard to the characteristic-based profiles, FIG. 17provides an operational flow diagram illustrating various operationsthat may be performed in accordance with embodiments of the presentdisclosure. For illustration purposes, reference is made here to FIGS.12A and 12B, as well as numerals of components shown therein.Nevertheless, one of ordinary skill in the art will appreciate uponstudying the present disclosure that like components from other FIGS. ofthe present disclosure may be included in the scope of the presentdescription of FIG. 17 .

Embodiments shown in FIG. 17 involve aspects of method 1700 for wirelesscommunication of analyte data, including, for employing aspects ofcharacteristic profiles. In this regard, method 1700 includes atoperation 1705A establishing a connection between analyte sensor system708 and display device 710. At operation 1705B, method 1700 includesreceiving a set of characteristics associated with analyte sensor system708. The characteristics may be arranged in a sequence. In embodiments,method 1700 includes operation 1705C, which involves sending to analytesensor system 708 a request to read one or more of the characteristicsin an order different from the sequence. At operation 1705D, method 1700optionally includes performing a characteristic of the set ofcharacteristics without having performed one or more othercharacteristics preceding the performed characteristic in the sequence.

N. Additional Embodiments

One of skill in the art will appreciate upon studying the presentdisclosure that various additional embodiments not described explicitlyherein are within the spirit and scope of the present disclosure.

FIG. 11 illustrates example computing module 1100, which may in someinstances include a processor/microprocessor/controller resident on acomputer system (e.g., in connection with server system 334, any of thedisplay devices described herein (e.g., display devices 120, 130, 140,310(a, b), 710(a, b), as well as analyte display device 110 and medicaldevice 136), and/or analyte sensor system 8, 308, 708, etc. Computingmodule 1100 may be used to implement various features and/orfunctionality of embodiments of the systems, devices, apparatuses, andmethods disclosed herein. With regard to the above-described embodimentsset forth herein in the context of systems, devices, apparatuses, andmethods described with reference to the various FIGS. of the presentdisclosure, including embodiments analyte sensor system 708, analytedisplay device 110, display devices 710 a, 710 b, etc., server system334 and components thereof, etc., one of skill in the art willappreciate additional variations and details regarding the functionalityof these embodiments that may be carried out by computing module 1100.In this connection, it will also be appreciated by one of skill in theart that features and aspects of the various embodiments (e.g., systems,devices, and/or apparatuses, and the like) described herein may beimplemented with respected to other embodiments (e.g., methods,processes, and/or operations, and the like) described herein withoutdeparting from the spirit of the disclosure.

As used herein, the term module may describe a given unit offunctionality that may be performed in accordance with one or moreembodiments of the present application. As used herein, a module may beimplemented utilizing any form of hardware, software, or a combinationthereof. For example, one or more processors, controllers, ASICs, PLAs,PALs, CPLDs, FPGAs, logical components, software routines or othermechanisms may be implemented to make up a module. In implementation,the various modules described herein may be implemented as discretemodules or the functions and features described may be shared in part orin total among one or more modules. In other words, as would be apparentto one of ordinary skill in the art after reading this description, thevarious features and functionality described herein may be implementedin any given application and may be implemented in one or more separateor shared modules in various combinations and permutations. Even thoughvarious features or elements of functionality may be individuallydescribed or claimed as separate modules, one of ordinary skill in theart will understand that these features and functionality may be sharedamong one or more common software and hardware elements, and suchdescription shall not require or imply that separate hardware orsoftware components are used to implement such features orfunctionality.

Where components or modules of the application are implemented in wholeor in part using software, in one embodiment, these software elementsmay be implemented to operate with a computing or processing modulecapable of carrying out the functionality described with respectthereto. One such example computing module is shown in FIG. 11 . Variousembodiments are described in terms of example computing module 1100.After reading this description, it will become apparent to a personskilled in the relevant art how to implement the application using othercomputing modules or architectures.

Referring now to FIG. 11 , computing module 1100 may represent, forexample, computing or processing capabilities found within mainframes,supercomputers, workstations or servers; desktop, laptop, notebook, ortablet computers; hand-held computing devices (tablets, PDA's,smartphones, cell phones, palmtops, etc.); other display devices,application-specific devices, or other electronic devices, and the like,depending on the application and/or environment for which computingmodule 1100 is specifically purposed.

Computing module 1100 may include, for example, one or more processors,microprocessors, controllers, control modules, or other processingdevices, such as a processor 1110, and such as may be included incircuitry 1105. Processor 1110 may be implemented using aspecial-purpose processing engine such as, for example, amicroprocessor, controller, or other control logic. In the illustratedexample, processor 1110 is connected to bus 1155 by way of circuitry1105, although any communication medium may be used to facilitateinteraction with other components of computing module 1100 or tocommunicate externally.

Computing module 1100 may also include one or more memory modules,simply referred to herein as main memory 1115. For example, randomaccess memory (RAM) or other dynamic memory may be used for storinginformation and instructions to be executed by processor 1110 orcircuitry 1105. Main memory 1115 may also be used for storing temporaryvariables or other intermediate information during execution ofinstructions to be executed by processor 1110 or circuitry 1105.Computing module 1100 may likewise include a read only memory (ROM) orother static storage device coupled to bus 1155 for storing staticinformation and instructions for processor 1110 or circuitry 1105.

Computing module 1100 may also include one or more various forms ofinformation storage devices 1120, which may include, for example, mediadrive 1130 and storage unit interface 1135. Media drive 1130 may includea drive or other mechanism to support fixed or removable storage media1125. For example, a hard disk drive, a floppy disk drive, a magnetictape drive, an optical disk drive, a CD or DVD drive (R or RW), or otherremovable or fixed media drive may be provided. Accordingly, removablestorage media 1125 may include, for example, a hard disk, a floppy disk,magnetic tape, cartridge, optical disk, a CD or DVD, or other fixed orremovable medium that is read by, written to or accessed by media drive1130. As these examples illustrate, removable storage media 1125 mayinclude a computer usable storage medium having stored therein computersoftware or data.

In alternative embodiments, information storage devices 1120 may includeother similar instrumentalities for allowing computer programs or otherinstructions or data to be loaded into computing module 1100. Suchinstrumentalities may include, for example, fixed or removable storageunit 1140 and storage unit interface 1135. Examples of such removablestorage units 1140 and storage unit interfaces 1135 may include aprogram cartridge and cartridge interface, a removable memory (forexample, a flash memory or other removable memory module) and memoryslot, a PCMCIA slot and card, and other fixed or removable storage units1140 and storage unit interfaces 1135 that allow software and data to betransferred from removable storage unit 1140 to computing module 1100.

Computing module 1100 may also include a communications interface 1150.Communications interface 1150 may be used to allow software and data tobe transferred between computing module 1100 and external devices.Examples of communications interface 1150 include a modem or softmodem,a network interface (such as an Ethernet, network interface card,WiMedia, IEEE 802.XX or other interface), a communications port (such asfor example, a USB port, IR port, RS232 port Bluetooth® interface, orother port), or other communications interface configured to operationwith the communication media described herein. Software and datatransferred via communications interface 1150 may in examples be carriedon signals, which may be electronic, electromagnetic (which includesoptical) or other signals capable of being exchanged by a givencommunications interface 1150. These signals may be provided to/fromcommunications interface 1150 via channel 1145. Channel 1145 may carrysignals and may be implemented using a wired or wireless communicationmedium. Some non-limiting examples of channel 1145 include a phone line,a cellular or other radio link, an RF link, an optical link, a networkinterface, a local or wide area network, and other wired or wirelesscommunications channels.

In this document, the terms “computer program medium” and “computerusable medium” and “computer readable medium”, as well as variationsthereof, are used to generally refer to transitory or non-transitorymedia such as, for example, main memory 1115, storage unit interface1135, removable storage media 1125, and/or channel 1145. These and othervarious forms of computer program media or computer usable/readablemedia may be involved in carrying one or more sequences of one or moreinstructions to a processing device for execution. Such instructionsembodied on the medium, may generally be referred to as “computerprogram code” or a “computer program product” or “instructions” (whichmay be grouped in the form of computer programs or other groupings).When executed, such instructions may enable the computing module 1100,circuitry related thereto, and/or a processor thereof or connectedthereto to perform features or functions of the present disclosure asdiscussed herein (for example, in connection with methods describedabove and/or in the claims), including for example when the same is/areincorporated into a system, apparatus, device and/or the like.

Various embodiments have been described with reference to specificexample features thereof. It will, however, be evident that variousmodifications and changes may be made thereto without departing from thebroader spirit and scope of the various embodiments as set forth in theappended claims. The specification and figures are, accordingly, to beregarded in an illustrative rather than a restrictive sense. It will beappreciated that, for clarity purposes, the above description hasdescribed embodiments with reference to different functional units.However, it will be apparent that any suitable distribution offunctionality between different functional units may be used withoutdetracting from the invention. For example, functionality illustrated tobe performed by separate computing devices may be performed by the samecomputing device. Likewise, functionality illustrated to be performed bya single computing device may be distributed amongst several computingdevices. Hence, references to specific functional units are only to beseen as references to suitable means for providing the describedfunctionality, rather than indicative of a strict logical or physicalstructure or organization.

Although described above in terms of various example embodiments andimplementations, it should be understood that the various features,aspects and functionality described in one or more of the individualembodiments are not limited in their applicability to the particularembodiment with which they are described, but instead may be applied,alone or in various combinations, to one or more of the otherembodiments of the present application, whether or not such embodimentsare described and whether or not such features are presented as being apart of a described embodiment. Thus, the breadth and scope of thepresent application should not be limited by any of the above-describedexample embodiments.

Terms and phrases used in the present application, and variationsthereof, unless otherwise expressly stated, should be construed as openended as opposed to limiting. As examples of the foregoing: the term“including” should be read as meaning “including, without limitation” orthe like; the term “example” is used to provide illustrative instancesof the item in discussion, not an exhaustive or limiting list thereof;the terms “a” or “an” should be read as meaning “at least one,” “one ormore” or the like; the term “set” should be read to include one or moreobjects of the type included in the set; and adjectives such as“conventional,” “traditional,” “normal,” “standard,” “known” and termsof similar meaning should not be construed as limiting the itemdescribed to a given time period or to an item available as of a giventime, but instead should be read to encompass conventional, traditional,normal, or standard technologies that may be available or known now orat any time in the future. Similarly, the plural may in some cases berecognized as applicable to the singular and vice versa. Likewise, wherethis document refers to technologies that would be apparent or known toone of ordinary skill in the art, such technologies encompass thoseapparent or known to the skilled artisan now or at any time in thefuture.

The presence of broadening words and phrases such as “one or more,” “atleast,” “but not limited to” or other like phrases in some instancesshall not be read to mean that the narrower case is intended or requiredin instances where such broadening phrases may be absent. The use of theterm “module” does not imply that the components or functionalitydescribed or claimed as part of the module are all configured in acommon package. Indeed, any or all of the various components of amodule, whether control logic, circuitry, or other components, may becombined in a single package or separately maintained and may further bedistributed in multiple groupings or packages or across multiplelocations.

Additionally, the various embodiments set forth herein are described interms of example block diagrams, flow charts, and other illustrations.As will become apparent to one of ordinary skill in the art afterreading this document, the illustrated embodiments and their variousalternatives may be implemented without confinement to the illustratedexamples. For example, block diagrams and their accompanying descriptionshould not be construed as mandating a particular architecture orconfiguration. Moreover, the operations and sub-operations of variousmethods described herein are not necessarily limited to the orderdescribed or shown in the figures, and one of skill in the art willappreciate, upon studying the present disclosure, variations of theorder of the operations described herein that are within the spirit andscope of the disclosure. It will be understood that each block of theflowchart illustrations, and combinations of blocks in the flowchartillustrations, can be implemented by execution of computer programinstructions. These computer program instructions may be loaded onto acomputer or other programmable data processing apparatus (such as acontroller, microcontroller, microprocessor or the like) in a sensorelectronics system to produce a machine, such that the instructionswhich execute on the computer or other programmable data processingapparatus create instructions for implementing the functions specifiedin the flowchart block or blocks. These computer program instructionsmay also be stored in a computer-readable memory that can direct acomputer or other programmable data processing apparatus to function ina particular manner, such that the instructions stored in thecomputer-readable memory produce an article of manufacture includinginstructions which implement the function specified in the flowchartblock or blocks. The computer program instructions may also be loadedonto a computer or other programmable data processing apparatus to causea series of operational steps to be performed on the computer or otherprogrammable apparatus to produce a computer implemented process suchthat the instructions which execute on the computer or otherprogrammable apparatus provide steps for implementing the functionsspecified in the flowchart block or blocks presented herein.

It should be appreciated that all methods and processes disclosed hereinmay be used in any glucose or other analyte monitoring system,continuous or intermittent. It should further be appreciated that theimplementation and/or execution of all methods and processes may beperformed by any suitable devices or systems, whether local or remote.Further, any combination of devices or systems may be used to implementthe present methods and processes.

In addition, the operations and sub-operations of methods describedherein may be carried out or implemented, in some cases, by one or moreof the components, elements, devices, modules, circuitry, processors,etc. of systems, apparatuses, devices, environments, and/or computingmodules described herein and referenced in various of FIGS. of thepresent disclosure, as well as one or more sub-components, elements,devices, modules, processors, circuitry, and the like depicted thereinand/or described with respect thereto. In such instances, thedescription of the methods or aspects thereof may refer to acorresponding component, element, etc., but regardless of whether anexplicit reference is made, one of skill in the art will recognize uponstudying the present disclosure when the corresponding component,element, etc. may be used. Further, it will be appreciated that suchreferences do not necessarily limit the described methods to theparticular component, element, etc. referred to. Thus, it will beappreciated by one of skill in the art that aspects and featuresdescribed above in connection with (sub-) components, elements, devices,modules, and circuitry, etc., including variations thereof, may beapplied to the various operations described in connection with methodsdescribed herein, and vice versa, without departing from the scope ofthe present disclosure.

What is claimed is:
 1. A method for wireless communication performed byan analyte sensor system, the method comprising: transmitting a firstone or more advertisement messages to a display device in accordancewith a first pattern of advertising associated with at least one of afirst advertisement message interval, a first advertisement windowinterval, or a first advertisement duration length; establishing aconnection with the display device based on the first one or moreadvertisement messages; and determining that the connection with thedisplay device is lost or terminated; in response to determining thatthe connection with the display device is lost or terminated, adaptivelyswitching to transmitting a second one or more advertisement mes sagesin accordance a second pattern of advertising associated with least oneof a second advertisement message interval, a second advertisementwindow interval, or a second advertisement duration length to thedisplay device, wherein at least one of: the second advertisementmessage interval is different than the first advertisement messageinterval, the second advertisement window interval is different than thefirst advertisement window interval, or the second advertisementduration length is different than the first advertisement durationlength.
 2. The method of claim 1, wherein: determining that theconnection with the display device is lost or terminated includesdetermining that the analyte sensor system and the display device areunable to agree on a proposed or modified set of connection parametersfor maintaining the connection.
 3. The method of claim 1, whereindetermining that the connection with the display device is lost orterminated includes determining that an acknowledgment message has notbeen received from the display device in response to one or more pingmessages transmitted by the analyte sensor system to the display device.4. The method of claim 1, wherein the connection comports to acontinuous connection model, the method further comprising: subsequentto or while transmitting the second one or more advertisement messages,determining that the connection with the display device cannot bemaintained; and transitioning from the continuous connection model to anintermittent connection model.
 5. The method of claim 1, furthercomprising: subsequent to or while transmitting the second one or moreadvertisement messages, determining that the connection with the displaydevice cannot be maintained; and terminating transmission of the secondone or more advertisement messages.
 6. The method of claim 1, whereinthe first advertisement message interval is a time interval betweensuccessive or sequential advertisements of the first one or moreadvertisement messages transmitted associated with the firstadvertisement window interval.
 7. The method of claim 1, wherein thedisplay device is an insulin delivery device.
 8. An analyte sensorsystem comprising: an analyte sensor operable to generate analytemeasurements; a transmitter; a memory comprising executableinstructions; a processor in data communication with the memory andconfigured to execute the instructions to cause the analyte sensorsystem to: transmit, through the transmitter, a first one or moreadvertisement messages to a display device in accordance with a firstpattern of advertising associated with at least one of a firstadvertisement message interval, a first advertisement window interval,or a first advertisement duration length; establish a connection withthe display device based on the first one or more advertisementmessages; and determine that the connection with the display device islost or terminated; in response to determining that the connection withthe display device is lost or terminated, adaptively switch totransmitting, through the transmitter, a second one or moreadvertisement messages in accordance a second pattern of advertisingassociated with least one of a second advertisement message interval, asecond advertisement window interval, or a second advertisement durationlength to the display device, wherein at least one of: the secondadvertisement message interval is different than the first advertisementmessage interval, the second advertisement window interval is differentthan the first advertisement window interval, or the secondadvertisement duration length is different than the first advertisementduration length.
 9. The analyte sensor system of claim 8, wherein theprocessor being configured to cause the analyte sensor system todetermine that the connection with the display device is lost orterminated comprises the processor being configured to cause the analytesensor to determine that the analyte sensor system and the displaydevice are unable to agree on a proposed or modified set of connectionparameters for maintaining the connection.
 10. The analyte sensor systemof claim 8, wherein the processor being configured to cause the analytesensor system to determine that the connection with the display deviceis lost or terminated comprises the processor being configured to causethe analyte sensor to determine that an acknowledgment message has notbeen received from the display device in response to one or more pingmessages transmitted by the analyte sensor system to the display device.11. The analyte sensor system of claim 8, wherein the connectioncomports to a continuous connection model, the method furthercomprising: subsequent to or while transmitting the second one or moreadvertisement messages, determining that the connection with the displaydevice cannot be maintained; and transitioning from the continuousconnection model to an intermittent connection model.
 12. The analytesensor system of claim 8, wherein the processor is further configured tocause the analyte sensor system to: determine that the connection withthe display device cannot be maintained subsequent to or whiletransmitting the second one or more advertisement messages; andterminate transmission of the second one or more advertisement messages.13. The analyte sensor system of claim 8, wherein the firstadvertisement message interval is a time interval between successive orsequential advertisements of the first one or more advertisementmessages transmitted associated with the first advertisement windowinterval.
 14. The analyte sensor system of claim 8, wherein the displaydevice is an insulin delivery device.
 15. A non-transitory computerreadable medium having instructions stored thereon that, when executedby an analyte sensor system, causes the analyte sensor system to performa method comprising: transmitting a first one or more advertisementmessages to a display device in accordance with a first pattern ofadvertising associated with at least one of a first advertisementmessage interval, a first advertisement window interval, or a firstadvertisement duration length; establishing a connection with thedisplay device based on the first one or more advertisement messages;and determining that the connection with the display device is lost orterminated; in response to determining that the connection with thedisplay device is lost or terminated, adaptively switching totransmitting a second one or more advertisement messages in accordance asecond pattern of advertising associated with least one of a secondadvertisement message interval, a second advertisement window interval,or a second advertisement duration length to the display device, whereinat least one of: the second advertisement message interval is differentthan the first advertisement message interval, the second advertisementwindow interval is different than the first advertisement windowinterval, or the second advertisement duration length is different thanthe first advertisement duration length.
 16. The non-transitory computerreadable medium of claim 15, wherein: determining that the connectionwith the display device is lost or terminated includes determining thatthe analyte sensor system and the display device are unable to agree ona proposed or modified set of connection parameters for maintaining theconnection.
 17. The non-transitory computer readable medium of claim 15,wherein determining that the connection with the display device is lostor terminated includes determining that an acknowledgment message hasnot been received from the display device in response to one or moreping messages transmitted by the analyte sensor system to the displaydevice.
 18. The non-transitory computer readable medium of claim 15,wherein the connection comports to a continuous connection model, themethod further comprising: subsequent to or while transmitting thesecond one or more advertisement messages, determining that theconnection with the display device cannot be maintained; andtransitioning from the continuous connection model to an intermittentconnection model.
 19. The non-transitory computer readable medium ofclaim 15, wherein the method further comprises: subsequent to or whiletransmitting the second one or more advertisement messages, determiningthat the connection with the display device cannot be maintained; andterminating transmission of the second one or more advertisementmessages.
 20. The non-transitory computer readable medium of claim 15,wherein the first advertisement message interval is a time intervalbetween successive or sequential advertisements of the first one or moreadvertisement messages transmitted associated with the firstadvertisement window interval.